diff --git "a/SpaceInvadersNoFrameskip-v4.csv" "b/SpaceInvadersNoFrameskip-v4.csv"
--- "a/SpaceInvadersNoFrameskip-v4.csv"
+++ "b/SpaceInvadersNoFrameskip-v4.csv"
@@ -6,7 +6,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 5,meln1k,meln1k/qrdqn-SpaceInvadersNoFrameskip-v4,1429.54,2581.5,1151.96
 6,sgoodfriend,sgoodfriend/ppo-impala-SpaceInvadersNoFrameskip-v4,1368.0300000000002,2179.69,811.66
 7,jackoyoungblood,jackoyoungblood/qrdqn-SpaceInvadersNoFrameskip-v4,1288.15,2441.5,1153.35
-8,rebolforces,rebolforces/qrdqn-SpaceInvadersNoFrameskip-v4,1250.3899999999999,2053.0,802.61
+8,rebolforces,rebolforces/qrdqn-SpaceInvadersNoFrameskip-v4,1250.39,2053.0,802.61
 9,MattStammers,MattStammers/qrdqn-SpaceinvadersNoFrameskip-v4,1248.54,2020.0,771.46
 10,dussinus,dussinus/qrdqn-SpaceInvadersNoFrameskip-v4,1238.4299999999998,2059.5,821.07
 11,threite,threite/dqn-SpaceInvadersNoFrameskip-v4,1187.2,1859.0,671.8
@@ -336,9 +336,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 335,jonalkw,jonalkw/dqn-SpaceInvaders,512.06,628.0,115.94
 336,Eksperymenty,Eksperymenty/dqn-SpaceInvadersNoFrameskip-v4,512.01,643.5,131.49
 337,PabloTa,PabloTa/qrdqn2-SpaceInvadersNoFrameskip-v4,511.98,664.5,152.52
-338,serkanBurakOrs,serkanBurakOrs/dqn-SpaceInvadersNoFrameskip-v4,511.91999999999996,668.0,156.08
+338,serkanBurakOrs,serkanBurakOrs/dqn-SpaceInvadersNoFrameskip-v4,511.92,668.0,156.08
 339,sliu,sliu/dqn-SpaceInvadersNoFrameskip-v4,511.89,818.0,306.11
-340,heriosousa,heriosousa/dqn-SpaceInvadersNoFrameskip-v4,511.84000000000003,653.0,141.16
+340,heriosousa,heriosousa/dqn-SpaceInvadersNoFrameskip-v4,511.84,653.0,141.16
 341,camartinezbu,camartinezbu/dqn-SpaceInvadersNoFrameskip-v4,511.63,642.5,130.87
 342,Youngdal,Youngdal/dqn-SpaceInvadersNoFrameskip-v4,511.53,706.0,194.47
 343,DaniilSirota,DaniilSirota/dqn-SpaceInvadersNoFrameskip-v4,511.52,605.5,93.98
@@ -348,7 +348,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 347,MattBoraske,MattBoraske/dqn-SpaceInvadersNoFrameskip-v4,510.74,638.0,127.26
 348,Wanlin0001,Wanlin0001/dqn-SpaceInvadersNoFrameskip-v4,510.65,597.0,86.35
 349,hanq0212,hanq0212/RL_course_unit2,510.31,859.0,348.69
-350,nidek,nidek/dqn-SpaceInvadersNoFrameskip-v4,510.28999999999996,665.0,154.71
+350,nidek,nidek/dqn-SpaceInvadersNoFrameskip-v4,510.29,665.0,154.71
 351,mnavas,mnavas/spaceinv-1,510.28,660.5,150.22
 352,SatCat,SatCat/dqn-SpaceInvadersNoFrameskip-v4,510.06,685.0,174.94
 353,mustious7,mustious7/dqn-SpaceInvadersNoFrameskip-v4,509.74,652.5,142.76
@@ -358,16 +358,16 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 357,marimurta,marimurta/dqn-SpaceInvadersNoFrameskip-v4-m,509.05,701.0,191.95
 358,hanzhuo,hanzhuo/dqn-SpaceInvadersNoFrameskip-v4,509.01,739.5,230.49
 359,Corianas,Corianas/dqn-SpaceInvadersNoFrameskip-v4_21.6.22.LoadBest,508.95,875.5,366.55
-360,Apocalypse-19,Apocalypse-19/dqn-SpaceInvaders-v2,508.83000000000004,721.0,212.17
-361,dominiks,dominiks/dqn-SpaceInvadersNoFrameskip-v4,508.21000000000004,689.5,181.29
-362,indigorange,indigorange/dqn-SpaceInvadersNoFrameskip-v4,508.09000000000003,645.5,137.41
+360,Apocalypse-19,Apocalypse-19/dqn-SpaceInvaders-v2,508.83,721.0,212.17
+361,dominiks,dominiks/dqn-SpaceInvadersNoFrameskip-v4,508.21,689.5,181.29
+362,indigorange,indigorange/dqn-SpaceInvadersNoFrameskip-v4,508.09,645.5,137.41
 363,mike-krk,mike-krk/dqn-SpaceInvadersNoFrameskip-v4,507.77,596.0,88.23
 364,Johnlhugface,Johnlhugface/dqn-SpaceInvadersNoFrameskip-v4,507.01,679.5,172.49
 365,khaled5321,khaled5321/SpaceInvadersNoFrameskip-v4,506.93,761.5,254.57
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 367,Corianas,Corianas/dqn-SpaceInvadersNoFrameskip-v4,506.78,609.0,102.22
 368,sevdeawesome,sevdeawesome/dqn-SpaceInvadersNoFrameskip,506.69,780.0,273.31
-369,duwi,duwi/dqn-SpaceInvadersNoFrameskip-v4,506.65999999999997,671.0,164.34
+369,duwi,duwi/dqn-SpaceInvadersNoFrameskip-v4,506.66,671.0,164.34
 370,AntiSquid,AntiSquid/DQN-SpaceInvadersNoFrameskip-v4,506.63,615.5,108.87
 371,topskychen,topskychen/dqn-SpaceInvadersNoFrameskip-v4,506.38,619.0,112.62
 372,1itai1,1itai1/dqn-SpaceInvadersNoFrameskip-v4,506.27,617.5,111.23
@@ -396,11 +396,11 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 395,DrishtiSharma,DrishtiSharma/dqn-SpaceInvadersNoFrameskip-v4-2M-steps,502.78,617.0,114.22
 396,bavolesy,bavolesy/dqn-SpaceInvaders,502.75,584.5,81.75
 397,malanevans,malanevans/dqn-SpaceInvadersNoFrameskip-v4,502.4,615.5,113.1
-398,hoangphatmonter,hoangphatmonter/dqn-SpaceInvadersNoFrameskip-v4,501.58000000000004,698.0,196.42
+398,hoangphatmonter,hoangphatmonter/dqn-SpaceInvadersNoFrameskip-v4,501.58,698.0,196.42
 399,Junfeng,Junfeng/dqn-SpaceInvadersNoFrameskip-v4,501.28,773.5,272.22
-400,stoyky,stoyky/dqn-SpaceInvaders-v4,501.16999999999996,679.5,178.33
+400,stoyky,stoyky/dqn-SpaceInvaders-v4,501.17,679.5,178.33
 401,jcnecio,jcnecio/dqn-SpaceInvadersNoFrameskip-v4,500.97,641.0,140.03
-402,Jas23,Jas23/dqn-SpaceInvadersNoFrameskip-v4,500.59000000000003,736.5,235.91
+402,Jas23,Jas23/dqn-SpaceInvadersNoFrameskip-v4,500.59,736.5,235.91
 403,chaowu,chaowu/dqn-SpaceInvadersNoFrameskip-v4,500.03,742.0,241.97
 404,enlacinglines,enlacinglines/dqn-SpaceInvadersNoFrameskip-v4,499.64,621.0,121.36
 405,MichaelYxWang,MichaelYxWang/dqn-SpaceInvadersNoFrameskip-v4,499.57,654.0,154.43
@@ -412,7 +412,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 411,FreelancerFel,FreelancerFel/dqn-SpaceInvadersNoFrameskip-v4,498.53,692.5,193.97
 412,Leventiir,Leventiir/dqn-SpaceInvadersNoFrameskip-v4,498.44,735.5,237.06
 413,epsil,epsil/dqn-SpaceInvadersNoFrameskip-v4,498.37,637.5,139.13
-414,ifti98,ifti98/dqn-SpaceInvadersNoFrameskip,498.15999999999997,592.0,93.84
+414,ifti98,ifti98/dqn-SpaceInvadersNoFrameskip,498.16,592.0,93.84
 415,andyleow,andyleow/dqn-SpaceInvadersNoFrameskip-v4,497.62,637.5,139.88
 416,samzoozi,samzoozi/atari_game,497.45,718.0,220.55
 417,alitair,alitair/dqn-SpaceInvadersNoFrameskip-v4,497.42,818.5,321.08
@@ -420,16 +420,16 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 419,aiartwork,aiartwork/dqn-SpaceInvadersNoFrameskip-v4,496.99,608.5,111.51
 420,Artachtron,Artachtron/SpaceInvaders,496.92,589.0,92.08
 421,dfm794,dfm794/SpaceInvadersNoFrameskip-v4-trial2,496.9,648.0,151.1
-422,terru3,terru3/dqn-SpaceInvadersNoFrameskip-v4-test,496.83000000000004,671.5,174.67
+422,terru3,terru3/dqn-SpaceInvadersNoFrameskip-v4-test,496.83,671.5,174.67
 423,joitandr,joitandr/dqn-SpaceInvadersNoFrameskip-v4,496.82,597.5,100.68
 424,enricori,enricori/dqn-SpaceInvadersNoFrameskip-v4,496.75,609.5,112.75
 425,asiaLootus,asiaLootus/dqn-SpaceInvadersNoFrameskip-v4,496.73,641.0,144.27
 426,truffulatree,truffulatree/dqn-SpaceInvadersNoFrameskip-v4,496.1,630.0,133.9
 427,vebie91,vebie91/dqn-SpaceInvadersNoFrameskip-v4-v1.1,496.0,650.0,154.0
-428,Krawcts,Krawcts/SpaceInvadersNoFrameskip-v4,495.84000000000003,617.5,121.66
+428,Krawcts,Krawcts/SpaceInvadersNoFrameskip-v4,495.84,617.5,121.66
 429,dev-cuai,dev-cuai/dqn-SpaceInvadersNoFrameskip-v4,495.72,611.5,115.78
 430,mwissing,mwissing/dqn-SpaceInvadersNoFrameskip-v4,495.52,679.5,183.98
-431,lotek93,lotek93/dqn-SpaceInvadersNoFrameskip-v4,495.46000000000004,714.5,219.04
+431,lotek93,lotek93/dqn-SpaceInvadersNoFrameskip-v4,495.46,714.5,219.04
 432,AdonaiHS,AdonaiHS/atari-game-Space-Invaders,495.38,587.5,92.12
 433,imflash217,imflash217/SpaceInvaders_NoFrameskip_v4,495.27,807.0,311.73
 434,lipee,lipee/dqn-SpaceInvadersNoFrameskip-v4,495.19,587.5,92.31
@@ -441,8 +441,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 440,atsanda,atsanda/dqn-SpaceInvadersNoFrameskip-v4,494.61,562.0,67.39
 441,harikc456,harikc456/n-SpaceInvadersNoFrameskip-v4,494.56,622.0,127.44
 442,Skanderbeg,Skanderbeg/dqn-SpaceInvadersNoFrameskip-v4,494.43,598.0,103.57
-443,taohoang,taohoang/dqn-SpaceInvadersNoFrameskip-v4,494.34000000000003,606.0,111.66
-444,BrendaScar,BrendaScar/dqn-SpaceInvadersNoFrameskip-v4,494.16999999999996,657.5,163.33
+443,taohoang,taohoang/dqn-SpaceInvadersNoFrameskip-v4,494.34,606.0,111.66
+444,BrendaScar,BrendaScar/dqn-SpaceInvadersNoFrameskip-v4,494.17,657.5,163.33
 445,Mikepool117,Mikepool117/dqn-SpaceInvadersNoFrameskip-v4,494.13,592.5,98.37
 446,zlicastro,zlicastro/dqn-SpaceInvadersNoFrameskip-v4,493.98,534.5,40.52
 447,vvn0,vvn0/dqn-SpaceInvadersNoFrameskip-v4,493.85,658.5,164.65
@@ -467,7 +467,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 466,will010321,will010321/dqn-SpaceInvadersNoFrameskip-v4,491.6,946.5,454.9
 467,gaioNL,gaioNL/dqn-SpaceInvadersNoFrameskip-v4,491.47,545.0,53.53
 468,szebemate,szebemate/dqn-SpaceInvadersNoFrameskip-v4,490.95,681.0,190.05
-469,zestyoreo,zestyoreo/dqn-SpaceInvadersNoFrameskip-v4,490.90999999999997,717.5,226.59
+469,zestyoreo,zestyoreo/dqn-SpaceInvadersNoFrameskip-v4,490.91,717.5,226.59
 470,pete88b,pete88b/dqn-SpaceInvadersNoFrameskip-v4,490.67,572.5,81.83
 471,matthh,matthh/dqn-SpaceInvadersNoFrameskip-v4,490.62,701.5,210.88
 472,devetle,devetle/dqn-SpaceInvadersNoFrameskip-v4,490.45,622.0,131.55
@@ -480,18 +480,18 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 479,Jatayoo,Jatayoo/dqn-SpaceInvadersNoFrameskip-v4-nohyperOpt,489.5,602.0,112.5
 480,Dookiep,Dookiep/SpaceInvadersNoFrameskip-v4,489.5,615.5,126.0
 481,avipul,avipul/SpaceInvadersNoFrameskip-v4,489.47,570.0,80.53
-482,Gabcsor,Gabcsor/dqn-SpaceInvadersNoFrameskip-v4,489.46000000000004,684.5,195.04
+482,Gabcsor,Gabcsor/dqn-SpaceInvadersNoFrameskip-v4,489.46,684.5,195.04
 483,ironbar,ironbar/dqn-SpaceInvadersNoFrameskip-v4-1M-steps,489.44,629.5,140.06
 484,mhdaw,mhdaw/dqn-SpaceInvadersNoFrameskip-v4,489.24,595.5,106.26
 485,Belphegor,Belphegor/dqn-SpaceInvadersNoFrameskip-v4,489.14,581.5,92.36
-486,Ashwin-s-n,Ashwin-s-n/dqn-SpaceInvadersNoFrameskip-v4,488.91999999999996,654.5,165.58
+486,Ashwin-s-n,Ashwin-s-n/dqn-SpaceInvadersNoFrameskip-v4,488.92,654.5,165.58
 487,Jackmin108,Jackmin108/dqn-SpaceInvadersNoFrameskip-v4,488.75,588.5,99.75
 488,shahafw,shahafw/SpaceInvadersNoFrameskip-v4,488.67,602.5,113.83
 489,akter-sust,akter-sust/rl_zoo3,488.51,579.0,90.49
 490,elvinado,elvinado/dqn-SpaceInvadersNoFrameskip-v4,488.45,642.5,154.05
 491,NiscR,NiscR/dqn-SpaceInvadersNoFrameskip-v4,488.4,737.5,249.1
 492,mraabs,mraabs/dqn_atari,488.35,643.5,155.15
-493,imar0,imar0/dqn-SpaceInvadersNoFrameskip-v4,488.28999999999996,648.0,159.71
+493,imar0,imar0/dqn-SpaceInvadersNoFrameskip-v4,488.29,648.0,159.71
 494,kenghin-chuah,kenghin-chuah/dgn-SpaceInvadersNoFrameskip-v4,487.94,708.0,220.06
 495,embracethesock,embracethesock/dqn-SpaceInvadersNoFrameskip-v4,487.94,710.5,222.56
 496,stelladk,stelladk/DQN-SpaceInvadersNoFrameskip-v4,487.86,647.0,159.14
@@ -504,7 +504,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 503,PCYP,PCYP/dqn-SpaceInvadersNoFrameskip-v4,486.81,732.0,245.19
 504,rezadadfar,rezadadfar/dqn-SpaceInvadersNoFrameskip-v4,486.45,674.0,187.55
 505,staryesh,staryesh/dqn-SpaceInvadersNoFrameskip-v4,486.35,633.0,146.65
-506,JTStephens,JTStephens/dqn-SpaceInvadersNoFrameskip-v41,486.21000000000004,640.0,153.79
+506,JTStephens,JTStephens/dqn-SpaceInvadersNoFrameskip-v41,486.21,640.0,153.79
 507,FranEnguix,FranEnguix/SpaceInvadersNoFrameskip-v4-proyecto19may-seed1,485.95,584.5,98.55
 508,joheras,joheras/dqn-SpaceInvadersNoFrameskip-v4,485.86,659.0,173.14
 509,dficenec,dficenec/dqn-SpaceInvadersNoFrameskip-v4,485.8,673.5,187.7
@@ -515,11 +515,11 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 514,AF6ECHO,AF6ECHO/dqn-SpaceInvadersNoFrameskip-v4,485.36,591.5,106.14
 515,Keenan5755,Keenan5755/dqn-SpaceInvadersNoFrameskip-v4,485.32,608.0,122.68
 516,DaniyalMufti,DaniyalMufti/dqn-SpaceInvadersNoFrameskip-v4,485.02,600.0,114.98
-517,danorel,danorel/dqn-SpaceInvadersNoFrameskip-v4,484.96000000000004,620.5,135.54
+517,danorel,danorel/dqn-SpaceInvadersNoFrameskip-v4,484.96,620.5,135.54
 518,Liphos,Liphos/dqn-SpaceInvaders,484.81,597.0,112.19
 519,xyz2zyx,xyz2zyx/dqn-SpaceInvadersNoFrameskip-v4,484.42,556.5,72.08
 520,Bandika,Bandika/DQNSpaceInvadersNoFrameskip,484.36,673.5,189.14
-521,BenLearningRL,BenLearningRL/dqn-SpaceInvadersNoFrameskip-v4,484.33000000000004,720.5,236.17
+521,BenLearningRL,BenLearningRL/dqn-SpaceInvadersNoFrameskip-v4,484.33,720.5,236.17
 522,Luksal,Luksal/dqn-SpaceInvadersNoFrameskip-v4,484.27,532.5,48.23
 523,robinsk8a,robinsk8a/dqn-SpaceInvadersNoFrameskip-v4,484.26,676.0,191.74
 524,Yanrds,Yanrds/dqn-SpaceInvadersNoFrameskip-v4,484.26,650.0,165.74
@@ -527,11 +527,11 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 526,JugalOza,JugalOza/dqn-SpaceInvadersNoFrameskip-v4,484.03,637.0,152.97
 527,Flooow,Flooow/dqn-SpaceInvadersNoFrameskip-v4,483.95,797.0,313.05
 528,LoicSteve,LoicSteve/dqn-SpaceInvadersNoFrameskip-v4,483.92,762.5,278.58
-529,iampedroalz,iampedroalz/dqn-SpaceInvadersNoFrameskip-v4,483.91999999999996,700.0,216.08
+529,iampedroalz,iampedroalz/dqn-SpaceInvadersNoFrameskip-v4,483.92,700.0,216.08
 530,kikijiki,kikijiki/dqn-SpaceInvadersNoFrameskip-v4,483.72,628.0,144.28
 531,Brandulio,Brandulio/dqn-SpaceInvadersNoFrameskip-v4,483.56,615.5,131.94
-532,keshan,keshan/dqn-SpaceInvadersNoFrameskip-v4,483.46000000000004,622.5,139.04
-533,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4_6kk,483.40999999999997,1016.5,533.09
+532,keshan,keshan/dqn-SpaceInvadersNoFrameskip-v4,483.46,622.5,139.04
+533,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4_6kk,483.41,1016.5,533.09
 534,quanxi,quanxi/dqn-SpaceInvadersNoFrameskip-v4,483.32,596.5,113.18
 535,dana11235,dana11235/dqn-SpaceInvadersNoFrameskip-v4,483.23,744.0,260.77
 536,tuanhnh,tuanhnh/dqn-SpaceInvadersNoFrameskip-v4,483.15,580.0,96.85
@@ -548,12 +548,12 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 547,akraieski,akraieski/dqn-SpaceInvadersNoFrameskip-v4,481.18,688.0,206.82
 548,eldraco,eldraco/dqn-SpaceInvadersNoFrameskip-v4-v3,481.03,772.0,290.97
 549,mojoee,mojoee/dqn-SpaceInvadersNoFrameskip-v4,481.01,690.0,208.99
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-551,JaviBJ,JaviBJ/dqn-SpaceInvadersNoFrameskip-v4,480.34000000000003,548.5,68.16
+550,AlexChe,AlexChe/dqn-SpaceInvadersNoFrameskip-v4,480.71,661.0,180.29
+551,JaviBJ,JaviBJ/dqn-SpaceInvadersNoFrameskip-v4,480.34,548.5,68.16
 552,octipuw,octipuw/dqn-SpaceInvadersNoFrameskip-v4,480.3,848.0,367.7
 553,ammr,ammr/dqn-SpaceInvadersNoFrameskip-v4,480.24,623.0,142.76
 554,thenewcompany,thenewcompany/dqn-SpaceInvadersNoFrameskip-v4,480.1,693.0,212.9
-555,drbeane,drbeane/dqn-SpaceInvadersNoFrameskip-v4,480.09000000000003,603.5,123.41
+555,drbeane,drbeane/dqn-SpaceInvadersNoFrameskip-v4,480.09,603.5,123.41
 556,Elie-B,Elie-B/dqn-SpaceInvadersNoFrameskip-v4,479.96,537.5,57.54
 557,Zangnan,Zangnan/dqn-SpaceInvadersNoFrameskip-v4,479.89,733.0,253.11
 558,Carlosrelao,Carlosrelao/dqn-SpaceInvadersNoFrameskip-v4,479.8,736.5,256.7
@@ -561,20 +561,20 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 560,chribeiro,chribeiro/dqn-SpaceInvadersNoFrameskip-v4,479.72,629.0,149.28
 561,MohammedEltoum,MohammedEltoum/dqn-SpaceInvadersNoFrameskip-v4,479.67,584.0,104.33
 562,krabhi,krabhi/dqn-SpaceInvadersNoFrameskip-v4,479.5,646.5,167.0
-563,guydebruyn,guydebruyn/dqn-SpaceInvadersNoFrameskip-v4,479.41999999999996,616.0,136.58
+563,guydebruyn,guydebruyn/dqn-SpaceInvadersNoFrameskip-v4,479.42,616.0,136.58
 564,picklejin,picklejin/dqn-SpaceInvadersNoFrameskip-v4_1,479.4,574.0,94.6
 565,yzzhong,yzzhong/dqn-SpaceInvadersNoFrameskip,479.15,699.5,220.35
 566,nicsur,nicsur/dqn-SpaceInvadersNoFrameskip-v4,479.12,686.5,207.38
 567,blackeys,blackeys/new-dqn-SpaceInvadersNoFrameskip-v4,478.95,631.5,152.55
 568,mrcmoresi,mrcmoresi/space_invaders,478.9,602.5,123.6
 569,irow,irow/atari-deep-q,478.89,729.0,250.11
-570,dylwil3,dylwil3/dqn-SpaceInvadersNoFrameskip-v4,478.84000000000003,660.0,181.16
+570,dylwil3,dylwil3/dqn-SpaceInvadersNoFrameskip-v4,478.84,660.0,181.16
 571,akanametov,akanametov/dqn-SpaceInvadersNoFrameskip-v4,478.8,552.5,73.7
 572,ThoDum,ThoDum/dqn-SpaceInvadersNoFrameskip-v4,478.69,667.0,188.31
 573,isotnek,isotnek/dqn-SpaceInvadersNoFrameskip,478.68,635.5,156.82
 574,vodanh4299,vodanh4299/dqn-SpaceInvadersNoFrameskip-v4,478.67,748.0,269.33
-575,pryjuli,pryjuli/atari,478.65999999999997,635.5,156.84
-576,andrei-saceleanu,andrei-saceleanu/dqn-SpaceInvadersNoFrameskip-v4,478.65999999999997,667.0,188.34
+575,pryjuli,pryjuli/atari,478.66,635.5,156.84
+576,andrei-saceleanu,andrei-saceleanu/dqn-SpaceInvadersNoFrameskip-v4,478.66,667.0,188.34
 577,terjenf,terjenf/dqn-SpaceInvadersNoFrameskip-v4,478.35,608.5,130.15
 578,ChhayaKumarDas,ChhayaKumarDas/dqn-SpaceInvadersNoFrameskip-v4,478.1,650.5,172.4
 579,Jbot,Jbot/dqn-SpaceInvadersNoFrameskip-v4,477.95,669.5,191.55
@@ -596,10 +596,10 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 595,jjlira,jjlira/dqn-SpaceInvadersNoFrameskip-v4,475.85,555.0,79.15
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@@ -609,13 +609,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -623,10 +623,10 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -635,7 +635,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -645,7 +645,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -667,10 +667,10 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -684,11 +684,11 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -698,14 +698,14 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -715,12 +715,12 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -731,17 +731,17 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -755,32 +755,32 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -795,7 +795,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -804,15 +804,15 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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+813,AbduBot,AbduBot/dqn-SpaceInvadersNoFrameskip-v4,451.46,653.5,202.04
+814,Boristss,Boristss/dqn-SpaceInvadersNoFrameskip-v4,451.29,613.0,161.71
 815,alessiodm,alessiodm/dqn-SpaceInvadersNoFrameskip-v4,451.28,565.5,114.22
 816,WIS,WIS/dqn-SpaceInvadersNoFrameskip-v4,451.24,678.5,227.26
 817,bwarshaw,bwarshaw/dqn-SpaceInvadersNoFrameskip-v4,451.1,577.5,126.4
@@ -822,15 +822,15 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 821,NathanS-HuggingFace,NathanS-HuggingFace/SpaceInvadersNoFrameskip,450.87,694.5,243.63
 822,skyline22,skyline22/RL,450.73,607.0,156.27
 823,97jmlr,97jmlr/dqn-SapaceInv,450.68,649.0,198.32
-824,Officialletai,Officialletai/SpaceInvadersNoFrameskip-v4,450.59000000000003,660.5,209.91
+824,Officialletai,Officialletai/SpaceInvadersNoFrameskip-v4,450.59,660.5,209.91
 825,SarthakM320,SarthakM320/dqn-SpaceInvadersNoFrameskip-v4,450.58,764.0,313.42
 826,jguevara,jguevara/dqn-SpaceInvadersNoFrameskip-v4,450.53,545.0,94.47
 827,kollis,kollis/dqn-SpaceInvadersNoFrameskip-v4,450.51,687.0,236.49
 828,ashutosh1919,ashutosh1919/dqn-SpaceInvadersNoFrameskip-v4,450.38,734.5,284.12
 829,TokyoNights,TokyoNights/dqn-SpaceInvadersNoFrameskip-v4,450.37,582.0,131.63
-830,NikitaErmolaev,NikitaErmolaev/dqn-SpaceInvadersNoFrameskip-v4,450.33000000000004,598.0,147.67
+830,NikitaErmolaev,NikitaErmolaev/dqn-SpaceInvadersNoFrameskip-v4,450.33,598.0,147.67
 831,adityamavle,adityamavle/dqn-SpaceInvaders-v4,450.1,702.0,251.9
-832,nikgeo,nikgeo/dqn-SpaceInvadersNoFrameskip-v4,449.90999999999997,693.0,243.09
+832,nikgeo,nikgeo/dqn-SpaceInvadersNoFrameskip-v4,449.91,693.0,243.09
 833,lnros,lnros/dqn-SpaceInvadersNoFrameskip-v4,449.6,676.0,226.4
 834,arb9p4,arb9p4/dqn-SpaceInvadersNoFrameskip-v4,449.38,627.5,178.12
 835,spongeyy,spongeyy/dqn-SpaceInvadersNoFrameskip-v4,449.21,558.5,109.29
@@ -838,8 +838,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 837,akgeni,akgeni/qrdqn-SpaceInvadersNoFrameskip-v4,449.05,731.0,281.95
 838,sb3,sb3/dqn-SpaceInvadersNoFrameskip-v4,448.74,680.0,231.26
 839,maidh,maidh/dqn-SpaceInvadersNoFrameskip-v4,448.74,680.0,231.26
-840,Rubywong123,Rubywong123/dqn-SpaceInvadersNoFrameskip,448.59000000000003,621.0,172.41
-841,Kittitouch,Kittitouch/dqn-SpaceInvadersNoFrameskip-v4,448.58000000000004,697.5,248.92
+840,Rubywong123,Rubywong123/dqn-SpaceInvadersNoFrameskip,448.59,621.0,172.41
+841,Kittitouch,Kittitouch/dqn-SpaceInvadersNoFrameskip-v4,448.58,697.5,248.92
 842,NathanaelM,NathanaelM/dqn-SpaceInvadersNoFrameskip-v4,448.32,577.5,129.18
 843,Ithai,Ithai/dqn-SpaceInvadersNoFrameskip-v4,448.01,685.5,237.49
 844,khatkeashish,khatkeashish/dqn-SpaceInvadersNoFrameskip-v4,447.82,672.5,224.68
@@ -856,12 +856,12 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 855,mpetrikov,mpetrikov/dqn-unit3-SpaceInvadersNoFrameskip-v4,446.65,568.0,121.35
 856,LiamZ0302,LiamZ0302/dqn-SpaceInvadersNoFrameskip-v4,446.6,679.5,232.9
 857,chencjiajy,chencjiajy/dqn-SpaceInvadersNoFrameskip-v4,446.55,606.0,159.45
-858,t3PbMvBN6SXv,t3PbMvBN6SXv/dqn-SpaceInvadersNoFrameskip-v4,446.46000000000004,575.5,129.04
+858,t3PbMvBN6SXv,t3PbMvBN6SXv/dqn-SpaceInvadersNoFrameskip-v4,446.46,575.5,129.04
 859,flowerpot76,flowerpot76/dqn-SpaceInvadersNoFrameskip-v4,446.42,876.5,430.08
 860,numan966,numan966/dqn-SpaceInvadersNoFrameskip-v4,446.41,767.5,321.09
 861,vinben007,vinben007/dqn-SpaceInvadersNoFrameskip-v4,446.36,630.5,184.14
-862,Rowehn,Rowehn/dqn-SpaceInvadersNoFrameskip-v4,446.34000000000003,530.5,84.16
-863,ftorresa,ftorresa/dqn-SpaceInvadersNoFrameskip-v4,446.33000000000004,576.0,129.67
+862,Rowehn,Rowehn/dqn-SpaceInvadersNoFrameskip-v4,446.34,530.5,84.16
+863,ftorresa,ftorresa/dqn-SpaceInvadersNoFrameskip-v4,446.33,576.0,129.67
 864,arbts,arbts/SpaceInvadersNoFrameskip-v4,446.17,784.0,337.83
 865,NanoIsTrash,NanoIsTrash/dqn-SpaceInvadersNoFrameskip-v4,445.99,670.0,224.01
 866,phatpt,phatpt/dqn-SpaceInvadersNoFrameskip-v4,445.9,670.5,224.6
@@ -873,15 +873,15 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 872,hruslen,hruslen/SpaceInvadersNoFrameskip-v4,445.28,575.5,130.22
 873,SuburbanLion,SuburbanLion/dqn-SpaceInvadersNoFrameskip-v4.3,445.25,689.5,244.25
 874,dbaibak,dbaibak/dqn-SpaceInvadersNoFrameskip-v4,445.17,760.5,315.33
-875,FelipePasquevich,FelipePasquevich/dqn-SpaceInvadersNoFrameskip-v4,445.08000000000004,592.0,146.92
+875,FelipePasquevich,FelipePasquevich/dqn-SpaceInvadersNoFrameskip-v4,445.08,592.0,146.92
 876,petergoldstein,petergoldstein/dqn-SpaceInvadersNoFrameskip-v1,445.08,542.5,97.42
 877,KPrashanth,KPrashanth/dqn-SpaceInvadersNoFrameskip-v4,444.9,761.0,316.1
 878,1daniar,1daniar/SpaceInvadersNoFrameskip-v4,444.9,570.0,125.1
 879,aleix8,aleix8/dqn-SpaceInvadersNoFrameskip-v4,444.88,541.0,96.12
 880,kreepy,kreepy/dqn-SpaceInvadersNoFrameskip-vsc,444.64,593.0,148.36
-881,QuickSilver007,QuickSilver007/dqn-SpaceInvadersNoFrameskip-v4,444.40999999999997,580.0,135.59
-882,Pongsaky,Pongsaky/dqn-SpaceInvadersNoFrameskip-v4-completeTrain,444.33000000000004,664.0,219.67
-883,Amirhnrn,Amirhnrn/dqn-SpaceInvadersNoFrameskip-v4,444.33000000000004,656.0,211.67
+881,QuickSilver007,QuickSilver007/dqn-SpaceInvadersNoFrameskip-v4,444.41,580.0,135.59
+882,Pongsaky,Pongsaky/dqn-SpaceInvadersNoFrameskip-v4-completeTrain,444.33,664.0,219.67
+883,Amirhnrn,Amirhnrn/dqn-SpaceInvadersNoFrameskip-v4,444.33,656.0,211.67
 884,innyun,innyun/dqn-SpaceInvadersNoFrameskip-v4,444.18,718.5,274.32
 885,sunflowermarshmallows,sunflowermarshmallows/dqn-SpaceInvadersNoFrameskip-v4,444.11,629.0,184.89
 886,moschouChry,moschouChry/dqn-SpaceInvadersNoFrameskip-v4,444.06,608.0,163.94
@@ -892,16 +892,16 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 891,guyhadad01,guyhadad01/dqn-SpaceInvadersNoFrameskip-v4,442.99,714.0,271.01
 892,Maulik-P,Maulik-P/dqn-SpaceInvadersNoFrameskip-v4,442.94,588.0,145.06
 893,andrea-silvi,andrea-silvi/dqn-SpaceInvadersNoFrameskip-v4,442.82,554.5,111.68
-894,taehoon1lee,taehoon1lee/dqn-SpaceInvadersNoFrameskip-v4,442.66999999999996,670.0,227.33
+894,taehoon1lee,taehoon1lee/dqn-SpaceInvadersNoFrameskip-v4,442.67,670.0,227.33
 895,qgallouedec,qgallouedec/ppo-SpaceInvadersNoFrameskip-v4-135234356,442.65,1018.5,575.85
 896,teilomillet,teilomillet/dqn-SpaceInvadersNoFrameskip-v4-1,442.57,691.0,248.43
 897,i4ata,i4ata/dqn-SpaceInvadersNoFrameskip-v4,442.52,629.0,186.48
-898,Nnarruqt,Nnarruqt/dqn-SpaceInvadersNoFrameskip-v4,442.16999999999996,983.5,541.33
+898,Nnarruqt,Nnarruqt/dqn-SpaceInvadersNoFrameskip-v4,442.17,983.5,541.33
 899,hugfacerhaha,hugfacerhaha/dqn-SpaceInvadersNoFrameskip-v4,442.1,629.5,187.4
-900,hub-bla,hub-bla/dqn-SpaceInvadersNoFrameskip-v4,442.03999999999996,651.5,209.46
+900,hub-bla,hub-bla/dqn-SpaceInvadersNoFrameskip-v4,442.04,651.5,209.46
 901,Vadu,Vadu/dqn-SpaceInvadersNoFrameskip-v4,442.03,590.0,147.97
 902,mazeinmouse,mazeinmouse/dqn-SpaceInvadersNoFrameskip-v,442.01,585.0,142.99
-903,pratsy,pratsy/dqn-SpaceInvadersNoFrameskip-v4,441.84000000000003,647.5,205.66
+903,pratsy,pratsy/dqn-SpaceInvadersNoFrameskip-v4,441.84,647.5,205.66
 904,matolszew,matolszew/dqn-SpaceInvadersNoFrameskip-v4,441.82,527.5,85.68
 905,romeromuerto,romeromuerto/dqn-SpaceInvadersNoFrameskip-v4,441.78,611.5,169.72
 906,JfuentesR,JfuentesR/dqn-SpaceInvadersNoFrameskip-v4,441.73,537.0,95.27
@@ -910,7 +910,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 909,Osborn-bh,Osborn-bh/dqn-SpaceInvadersNoFrameskip-v4,441.48,652.5,211.02
 910,unfinity,unfinity/dqn-SpaceInvadersNoFrameskip-v4,441.45,559.0,117.55
 911,rossHuggingMay,rossHuggingMay/dqn-SpaceInvadersNoFrameskip-v4,441.43,621.0,179.57
-912,calvinyz,calvinyz/dqn-SpaceInvadersNoFrameskip-v4,441.34000000000003,621.0,179.66
+912,calvinyz,calvinyz/dqn-SpaceInvadersNoFrameskip-v4,441.34,621.0,179.66
 913,ghze,ghze/dqn-SpaceInvadersNoFrameskip-v4,440.97,573.5,132.53
 914,albertcalin,albertcalin/dqn-SpaceInvadersNoFrameskip-v4,440.9,569.5,128.6
 915,heziyevv,heziyevv/dqn-SpaceInvadersNoFrameskip-v4,440.77,668.5,227.73
@@ -918,28 +918,28 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 917,ghassenhannachi,ghassenhannachi/dqn-SpaceInvadersNoFrameskip-v4,440.7,723.5,282.8
 918,ankandrew,ankandrew/3-Frames-DQN-SpaceInvadersNoFrameskip-v4,440.69,540.5,99.81
 919,BaleChen,BaleChen/dqn-SpaceInvadersNoFrameskip-v4-test,440.67,545.0,104.33
-920,dhorbach,dhorbach/hfc_dqn-SpaceInvadersNoFrameskip-v4,440.65999999999997,593.0,152.34
+920,dhorbach,dhorbach/hfc_dqn-SpaceInvadersNoFrameskip-v4,440.66,593.0,152.34
 921,AmirH98,AmirH98/dqn-SpaceInvadersNoFrameskip-v4,440.63,635.0,194.37
 922,Corianas,Corianas/ppo-SpaceInvadersNoFrameskip-v4.loadbest,440.36,729.5,289.14
 923,DaColdest,DaColdest/dqn-SpaceInvadersNoFrameskip-v4,440.32,617.0,176.68
-924,mamun4105,mamun4105/dqn-SpaceInvadersNoFrameskip-v4,440.28999999999996,640.0,199.71
+924,mamun4105,mamun4105/dqn-SpaceInvadersNoFrameskip-v4,440.29,640.0,199.71
 925,phonenix,phonenix/dqn-SpaceInvadersNoFrameskip-v4,440.23,747.5,307.27
 926,Corianas,Corianas/qrdqn-3frame-SpaceInvadersNoFrameskip-v4_3,440.19000000000005,3941.5,3501.31
 927,voyzan,voyzan/unit3_dqn-SpaceInvadersNoFrameskip-v4,440.13,627.5,187.37
 928,innovation64,innovation64/dqn-SpaceInvadersNoFrameskip,439.88,505.0,65.12
-929,bsenst,bsenst/dqn-SpaceInvadersNoFrameskip-v4,439.83000000000004,574.5,134.67
-930,nutjung,nutjung/dqn-SpaceInvadersNoFrameskip-v4,439.78999999999996,610.0,170.21
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 931,xnscdev,xnscdev/dqn-SpaceInvadersNoFrameskip-v4,439.75,647.0,207.25
 932,hdks,hdks/dqn-SpaceInvadersNoFrameskip-v4,439.73,655.0,215.27
 933,Thineshan,Thineshan/dqn-space-invader-noframesskip-v4-rl,439.69,534.0,94.31
-934,gsn-codes,gsn-codes/dqn-SpaceInvadersNoFrameskip-v4,439.65999999999997,595.5,155.84
+934,gsn-codes,gsn-codes/dqn-SpaceInvadersNoFrameskip-v4,439.66,595.5,155.84
 935,marcweibel,marcweibel/dqn-SpaceInvaderNoFrameskip-v4,439.44,589.0,149.56
 936,mjschock,mjschock/dqn-SpaceInvadersNoFrameskip-v4,439.39,577.0,137.61
 937,alialhousseini,alialhousseini/dqn-SpaceInvadersNoFrameskip-v4,439.3,683.0,243.7
 938,8nero,8nero/dqn-SpaceInvadersNoFrameskip-v4,439.2,764.0,324.8
-939,sleepytaco,sleepytaco/dqn-SpaceInvadersNoFrameskip-v4,439.16999999999996,614.5,175.33
-940,ellemac,ellemac/dqn-SpaceInvadersNoFrameskip-v4,439.15999999999997,602.5,163.34
-941,Phips,Phips/dqn-SpaceInvadersNoFrameskip-v4,438.59000000000003,579.0,140.41
+939,sleepytaco,sleepytaco/dqn-SpaceInvadersNoFrameskip-v4,439.17,614.5,175.33
+940,ellemac,ellemac/dqn-SpaceInvadersNoFrameskip-v4,439.16,602.5,163.34
+941,Phips,Phips/dqn-SpaceInvadersNoFrameskip-v4,438.59,579.0,140.41
 942,mobiusmatt,mobiusmatt/qn-SpaceInvadersNoFrameskip-v4,438.55,573.0,134.45
 943,Niraya666,Niraya666/dqn-SpaceInvadersNoFrameskip-v4_8,438.43,554.5,116.07
 944,mark-oppenheim,mark-oppenheim/space-invaders-1,438.36,563.0,124.64
@@ -950,17 +950,17 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 949,FlavienDeseure,FlavienDeseure/dqn-SpaceInvadersNoFrameskip-v4,437.73,634.5,196.77
 950,FredericProtat,FredericProtat/dqn-SpaceInvadersNoFrameskip-v4,437.49,691.0,253.51
 951,SpartanLondoner,SpartanLondoner/dqn-SpaceInvadersNoFrameskip-v4_2,437.4,650.0,212.6
-952,artyomboyko,artyomboyko/dqn-SpaceInvadersNoFrameskip-v4,437.34000000000003,679.5,242.16
+952,artyomboyko,artyomboyko/dqn-SpaceInvadersNoFrameskip-v4,437.34,679.5,242.16
 953,coddiw0mple,coddiw0mple/dqn-SpaceInvadersNoFrameskip-v4,437.18,656.0,218.82
 954,Developer-Karthi,Developer-Karthi/dqn-SpaceInvadersNoFrameskip-v4,437.18,649.0,211.82
 955,rdesarz,rdesarz/dqn-atari,437.13,607.0,169.87
 956,YuZhong-Chen,YuZhong-Chen/dqn-SpaceInvadersNoFrameskip-v4,436.93,585.5,148.57
-957,Surya-Teja-Menta,Surya-Teja-Menta/dqn-SpaceInvadersNoFrameskip-v4,436.78999999999996,570.0,133.21
+957,Surya-Teja-Menta,Surya-Teja-Menta/dqn-SpaceInvadersNoFrameskip-v4,436.79,570.0,133.21
 958,aga3134,aga3134/dqn-SpaceInvadersNoFrameskip-v4,436.78,532.0,95.22
 959,SwampMan,SwampMan/dqn-SpaceInvadersNoFrameskip-v4,436.57,591.0,154.43
 960,zachli,zachli/atari,436.56,590.0,153.44
 961,benbav97,benbav97/dqn-SpaceInvadersNoFrameskip-v4,436.26,599.5,163.24
-962,Manaro,Manaro/dqn-SpaceInvadersNoFrameskip-v4,436.16999999999996,588.0,151.83
+962,Manaro,Manaro/dqn-SpaceInvadersNoFrameskip-v4,436.17,588.0,151.83
 963,qgallouedec,qgallouedec/ppo-SpaceInvadersNoFrameskip-v4-1777590060,436.04,902.0,465.96
 964,btsas,btsas/dqn-SpaceInvadersNoFrameskip-v4,435.87,611.0,175.13
 965,Imxxn,Imxxn/RLCourseU3-SpaceInvader-v4,435.85,569.0,133.15
@@ -973,11 +973,11 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 972,0sunfire0,0sunfire0/dqn-SpaceInvaders-00,434.94,555.0,120.06
 973,ngkuissi,ngkuissi/dqn-SpaceInvadersNoFrameskip-v4,434.89,681.0,246.11
 974,Samalabama66,Samalabama66/dqn-SpaceInvadersNoFrameskip-v4,434.84,725.0,290.16
-975,timjwhite,timjwhite/dqn-SpaceInvadersNoFrameskip-v4,434.78999999999996,662.0,227.21
+975,timjwhite,timjwhite/dqn-SpaceInvadersNoFrameskip-v4,434.79,662.0,227.21
 976,uraskargi,uraskargi/dqn-SpaceInvadersNoFrameskip-v4,434.63,733.5,298.87
 977,nokotin,nokotin/SpaceInvaders,434.54,716.5,281.96
-978,Jclementg,Jclementg/dqn-SpaceInvadersNoFrameskip-v4,434.53999999999996,577.5,142.96
-979,TacticalDs,TacticalDs/dqn-SpaceInvadersNoFrameskip-v4,434.40999999999997,579.5,145.09
+978,Jclementg,Jclementg/dqn-SpaceInvadersNoFrameskip-v4,434.54,577.5,142.96
+979,TacticalDs,TacticalDs/dqn-SpaceInvadersNoFrameskip-v4,434.41,579.5,145.09
 980,ZhihongDeng,ZhihongDeng/dqn-SpaceInvadersNoFrameskip-v4,434.25,778.5,344.25
 981,TaTo69,TaTo69/dqn-SpaceInvadersNoFrameskip-v4,434.23,562.0,127.77
 982,JYC333,JYC333/dqn-SpaceInvadersNoFrameskip-v4,434.0,789.5,355.5
@@ -990,13 +990,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 989,c-q,c-q/dqn-SpaceInvadersNoFrameskip-v4,433.23,689.5,256.27
 990,AlephNull,AlephNull/dqn-SpaceInvadersNoFrameskip-v4,433.13,641.0,207.87
 991,YouCarryOats,YouCarryOats/SpaceInvadersNoFrameskip-v4,432.97,680.5,247.53
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 993,alv31415,alv31415/dqn-SpaceInvadersNoFrameskip-v4,432.89,718.0,285.11
 994,sametayhan,sametayhan/dqn-SpaceInvadersNoFrameskip-v4,432.82,547.0,114.18
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 997,tenkomati,tenkomati/dqn-SpaceInvaderstest,432.64,652.0,219.36
-998,Lakshya2k,Lakshya2k/dqn-SpaceInvadersNoFrameskip-v4,432.53999999999996,650.0,217.46
+998,Lakshya2k,Lakshya2k/dqn-SpaceInvadersNoFrameskip-v4,432.54,650.0,217.46
 999,tomercagan,tomercagan/dqn-SpaceInvadersNoFrameskip-v4,432.52,653.0,220.48
 1000,linqus,linqus/dqn-SpaceInvadersNoFrameskip-v4,432.5,548.5,116.0
 1001,jentrialgo,jentrialgo/dqn-SpaceInvadersNoFrameskip-v4,432.27,733.0,300.73
@@ -1005,7 +1005,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1004,TootToot,TootToot/dqn-SpaceInvadersNoFrameskip-v4,432.07,614.0,181.93
 1005,Nnarruqt,Nnarruqt/dqn-SpaceInvadersNV-V4,432.02,564.5,132.48
 1006,robotman0,robotman0/dqn-SpaceInvadersNoFrameskip-4,431.99,655.5,223.51
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+1007,kestrel256,kestrel256/dqn-SpaceInvadersNoFrameskip,431.96,624.0,192.04
 1008,vitorhgomes,vitorhgomes/dqn-SpaceInvadersNoFrameskip-v4,431.82,604.5,172.68
 1009,ShreyasM,ShreyasM/dqn-SpaceInvadersNoFrameskip-v4,431.8,710.0,278.2
 1010,sohm,sohm/dqn-SpaceInvadersNoFrameskip-v4,431.77,541.5,109.73
@@ -1019,7 +1019,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1018,hyunussarioglu,hyunussarioglu/dqn-SpaceInvadersNoFrameskip-v4,430.78,556.5,125.72
 1019,sliu,sliu/sliu-dqn-atari,430.76,691.5,260.74
 1020,Varaprabha,Varaprabha/dqn-SpaceInvadersNoFrameskip-v4,430.76,660.5,229.74
-1021,ahjim0m0,ahjim0m0/dqn-SpaceInvadersNoFrameskip-v4_v1,430.71000000000004,583.5,152.79
+1021,ahjim0m0,ahjim0m0/dqn-SpaceInvadersNoFrameskip-v4_v1,430.71,583.5,152.79
 1022,cmenasse,cmenasse/dqn-SpaceInvadersNoFrameskip-v4,430.69,626.5,195.81
 1023,odeshays,odeshays/dqn-SpaceInvadersNoFrameskip-v4,430.5,588.5,158.0
 1024,ybsolomon,ybsolomon/dqn-SpaceInvadersNoFrameskip-v4,430.36,542.5,112.14
@@ -1028,45 +1028,45 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1027,SRobbins,SRobbins/dqn-SpaceInvadersNoFrameskip-v4,430.1,678.5,248.4
 1028,cfisicaro,cfisicaro/dqn-SpaceInvadersNoFrameskip-v4,430.01,579.0,148.99
 1029,Kertn,Kertn/dqn-SpaceInvadersNoFrameskip-v4,429.81,659.5,229.69
-1030,rgny,rgny/dqn-SpaceInvadersNoFrameskip-v4,429.78999999999996,627.0,197.21
+1030,rgny,rgny/dqn-SpaceInvadersNoFrameskip-v4,429.79,627.0,197.21
 1031,ianspektor,ianspektor/dqn-SpaceInvadersNoFrameskip-v4,429.76,538.5,108.74
 1032,juansebashr,juansebashr/dqn-SpaceInvadersNoFrameskip-v4,429.6,686.5,256.9
-1033,Beniuv,Beniuv/Unit3SpaceInvaders,429.53999999999996,565.0,135.46
+1033,Beniuv,Beniuv/Unit3SpaceInvaders,429.54,565.0,135.46
 1034,MLWhiz,MLWhiz/dqn-SpaceInvadersNoFrameskip-v4,429.51,642.0,212.49
 1035,eugene-d,eugene-d/dqn-SpaceInvadersNoFrameskip-v4,429.47,624.5,195.03
 1036,Rafaelfr87,Rafaelfr87/dqn-SpaceInvadersNoFrameskip-v4,429.4,581.5,152.1
-1037,Maximiliano-Lara,Maximiliano-Lara/dqn-SpaceInvadersNoFrameskip-v4,429.33000000000004,597.5,168.17
+1037,Maximiliano-Lara,Maximiliano-Lara/dqn-SpaceInvadersNoFrameskip-v4,429.33,597.5,168.17
 1038,ameyachitnis,ameyachitnis/dqn-SpaceInvadersNoFrameskip-v4,429.29,516.5,87.21
 1039,Harrier,Harrier/dqn-SpaceInvadersNoFrameskip-v4,428.89,615.5,186.61
 1040,nathan-cai,nathan-cai/dqn-SpaceInvadersNoFrameskip-v4,428.75,677.5,248.75
-1041,JanGr,JanGr/dqn-SpaceInvadersNoFrameskip-v4,428.66999999999996,684.5,255.83
+1041,JanGr,JanGr/dqn-SpaceInvadersNoFrameskip-v4,428.67,684.5,255.83
 1042,rahul-t-p,rahul-t-p/dqn-SpaceInvadersNoFrameskip-v4,428.62,618.5,189.88
 1043,ThePianist,ThePianist/dqn-SpaceInvadersNoFrameskip-v4,428.6,535.0,106.4
 1044,Xxmlala,Xxmlala/dqn-SpaceInvadersNoFrameskip-v4,428.59,691.5,262.91
 1045,rng0x17,rng0x17/dqn-SpaceInvadersNoFrameskip-v4,428.54,510.0,81.46
 1046,PHL99,PHL99/dqn-SpaceInvaders-v4-NoFrameskip,428.46,535.5,107.04
 1047,tareknaser,tareknaser/dqn-SpaceInvadersNoFrameskip,428.27,593.0,164.73
-1048,cfalholt,cfalholt/dqn-SpaceInvadersNoFrameskip-v4,428.09000000000003,652.0,223.91
+1048,cfalholt,cfalholt/dqn-SpaceInvadersNoFrameskip-v4,428.09,652.0,223.91
 1049,herooooooooo,herooooooooo/dqn-SpaceInvadersNoFrameskip-v4,427.95,535.0,107.05
-1050,qazs,qazs/dqn-SpaceInvadersNoFrameskip-v4,427.90999999999997,667.5,239.59
-1051,YoanG,YoanG/dqn-SpaceInvadersNoFrameskip-v4,427.90999999999997,598.5,170.59
-1052,gstaff,gstaff/dqn-SpaceInvadersNoFrameskip-v4,427.53999999999996,650.0,222.46
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+1051,YoanG,YoanG/dqn-SpaceInvadersNoFrameskip-v4,427.91,598.5,170.59
+1052,gstaff,gstaff/dqn-SpaceInvadersNoFrameskip-v4,427.54,650.0,222.46
 1053,morganjeffries,morganjeffries/dqn-SpaceInvadersNoFrameskip-v4,427.42,786.0,358.58
 1054,gchindemi,gchindemi/dqn-SpaceInvadersNoFrameskip-v4,427.29,531.5,104.21
-1055,dreamboat26,dreamboat26/SpaceInvadersNoFrameskip-v4,427.16999999999996,658.5,231.33
-1056,SuburbanLion,SuburbanLion/dqn-SpaceInvadersNoFrameskip-v4,427.16999999999996,658.5,231.33
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+1056,SuburbanLion,SuburbanLion/dqn-SpaceInvadersNoFrameskip-v4,427.17,658.5,231.33
 1057,vnykr,vnykr/dqn-SpaceInvadersNoFrameskip-v4,427.04,508.5,81.46
-1058,Ambiwlans,Ambiwlans/dqn-SpaceInvadersNoFrameskip-v4,427.03999999999996,594.5,167.46
+1058,Ambiwlans,Ambiwlans/dqn-SpaceInvadersNoFrameskip-v4,427.04,594.5,167.46
 1059,joydragon,joydragon/dqn-SpaceInvadersNoFrameskip-v4,426.97,692.0,265.03
-1060,eoulster,eoulster/dqn-SpaceInvadersNoFrameskip-v4,426.84000000000003,652.5,225.66
+1060,eoulster,eoulster/dqn-SpaceInvadersNoFrameskip-v4,426.84,652.5,225.66
 1061,xavidejuan,xavidejuan/dqn-SpaceInvadersNoFrameskip-v4,426.77,614.0,187.23
 1062,JoyboyXoXo,JoyboyXoXo/dqn-SpaceInvadersNoFrameskip-v4,426.72,617.5,190.78
 1063,Chris1,Chris1/a2c-SpaceInvadersNoFrameskip-v4,426.71,532.5,105.79
 1064,globophobe,globophobe/dqn-SpaceInvadersNoFrameskip-v4,426.65,654.0,227.35
 1065,jesusfbes,jesusfbes/dqn-SpaceInvadersNoFrameskip-v4,426.6,749.5,322.9
 1066,CodyKilpatrick,CodyKilpatrick/dqn-SpaceInvadersNoFrameskip-v4,426.54,694.5,267.96
-1067,orepin,orepin/dqn-SpaceInvadersNoFrameskip-v4,426.53999999999996,585.5,158.96
-1068,heidragon3045,heidragon3045/dqn-SpaceInvadersNoFrameskip-v4,426.46000000000004,601.5,175.04
+1067,orepin,orepin/dqn-SpaceInvadersNoFrameskip-v4,426.54,585.5,158.96
+1068,heidragon3045,heidragon3045/dqn-SpaceInvadersNoFrameskip-v4,426.46,601.5,175.04
 1069,asubiabre,asubiabre/dqn-SpaceInvadersNoFrameskip-v4,426.39,605.0,178.61
 1070,joshuaoreilly,joshuaoreilly/dqn-space-invaders,426.32,749.5,323.18
 1071,jiang9527li,jiang9527li/SpaceInvadersNoFrameskip-v4,426.19,525.5,99.31
@@ -1085,9 +1085,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1084,SnoopKilla,SnoopKilla/dqn-SpaceInvadersNoFrameskip-v4,424.3,508.5,84.2
 1085,AMI0x,AMI0x/dqn-SpaceInvadersNoFrameskip-v4,424.21,545.0,120.79
 1086,tjscollins,tjscollins/atari-dqn,424.11,565.5,141.39
-1087,danieladejumo,danieladejumo/dqn-SpaceInvadersNoFrameskip-v4,424.03999999999996,618.5,194.46
+1087,danieladejumo,danieladejumo/dqn-SpaceInvadersNoFrameskip-v4,424.04,618.5,194.46
 1088,Nurmukhamed,Nurmukhamed/dqn-SpaceInvadersNoFrameskip-v4,423.95,571.0,147.05
-1089,tayfen,tayfen/rl_course_3_dqn-SpaceInvadersNoFrameskip-v4,423.59000000000003,612.5,188.91
+1089,tayfen,tayfen/rl_course_3_dqn-SpaceInvadersNoFrameskip-v4,423.59,612.5,188.91
 1090,Michunie,Michunie/SpaceInvadersNoFrameskip-v4-DQN,423.39,580.5,157.11
 1091,dfm794,dfm794/dqn-SpaceInvadersNoFrameskip-v4-trial1,423.19,792.5,369.31
 1092,greedypiggy,greedypiggy/dqn-SpaceInvadersNoFrameskip-v4,423.09,715.0,291.91
@@ -1101,7 +1101,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1100,npit,npit/dqn-SpaceInvadersNoFrameskip-v4,422.35,583.5,161.15
 1101,phildav,phildav/dqn-SpaceInvadersNoFrameskip-v4,422.33,529.0,106.67
 1102,stucksam,stucksam/dqn-SpaceInvadersNoFrameskip-v4,422.06,508.0,85.94
-1103,kRo0T,kRo0T/dqn-SpaceInvadersNoFrameskip-v4,422.03999999999996,622.0,199.96
+1103,kRo0T,kRo0T/dqn-SpaceInvadersNoFrameskip-v4,422.04,622.0,199.96
 1104,gretchypr,gretchypr/SpaceInvader,421.6,659.5,237.9
 1105,DoctorRobotnik,DoctorRobotnik/my-first-dqn-model,421.39,581.0,159.61
 1106,akdeniz27,akdeniz27/dqn-SpaceInvadersNoFrameskip-v4,421.36,617.0,195.64
@@ -1112,9 +1112,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1111,gian-cr,gian-cr/SpaceInvadersNoFrameskip-v4,420.5,637.0,216.5
 1112,issajatt,issajatt/dqn-SpaceInvadersNoFrameskip-v4,420.48,618.5,198.02
 1113,Tseaver,Tseaver/dqn-SpaceInvadersNoFrameskip-v4,420.35,509.0,88.65
-1114,saurabhnaik,saurabhnaik/dqn-SpaceInvadersNoFrameskip-v4,420.34000000000003,578.0,157.66
+1114,saurabhnaik,saurabhnaik/dqn-SpaceInvadersNoFrameskip-v4,420.34,578.0,157.66
 1115,agoyal496,agoyal496/dqn-SpaceInvadersNoFrameskip-v4,420.0,679.0,259.0
-1116,malamasn,malamasn/dqn-SpaceInvadersNoFrameskip-v4,419.90999999999997,568.0,148.09
+1116,malamasn,malamasn/dqn-SpaceInvadersNoFrameskip-v4,419.91,568.0,148.09
 1117,AmrMorgado,AmrMorgado/dqn-SpaceInvadersNoFrameskip-v4,419.82,610.5,190.68
 1118,RajkNakka,RajkNakka/dqn-SpaceInvadersNoFrameskip-v4-1,419.79,718.5,298.71
 1119,tux,tux/dqn-SpaceInvadersNoFrameskip-v4,419.78,606.0,186.22
@@ -1123,13 +1123,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1122,dor88,dor88/dqn-SpaceInvadersNoFrameskip-v4,419.13,577.5,158.37
 1123,rayedbw,rayedbw/dqn-SpaceInvadersNoFrameskip-v4,418.98,573.5,154.52
 1124,mcasomm,mcasomm/ataritest1,418.96,686.5,267.54
-1125,Il8,Il8/dqn-SpaceInvadersNoFrameskip-v4,418.91999999999996,609.5,190.58
+1125,Il8,Il8/dqn-SpaceInvadersNoFrameskip-v4,418.92,609.5,190.58
 1126,JunghwanRo,JunghwanRo/dqn-SpaceInvadersNoFrameskip-v4,418.85,615.5,196.65
 1127,AdirK,AdirK/dqn-SpaceInvadersNoFrameskip-v4,418.8,589.0,170.2
 1128,commanderxa,commanderxa/dqn-SpaceInvadersNoFrameskip-v4,418.76,575.5,156.74
-1129,andrew-ye,andrew-ye/dqn-SpaceInvadersNoFrameskip-v4,418.59000000000003,570.0,151.41
+1129,andrew-ye,andrew-ye/dqn-SpaceInvadersNoFrameskip-v4,418.59,570.0,151.41
 1130,tannazhp95,tannazhp95/dqn-SpaceInvadersNoFrameskip-v4,418.51,643.5,224.99
-1131,ReadyP1,ReadyP1/dqn-SpaceInvadersNoFrameskip-v4,418.28999999999996,580.0,161.71
+1131,ReadyP1,ReadyP1/dqn-SpaceInvadersNoFrameskip-v4,418.29,580.0,161.71
 1132,sgoodfriend,sgoodfriend/dqn-sb3-SpaceInvadersNoFrameskip-v4,418.27,539.5,121.23
 1133,MerveOzer,MerveOzer/dqn-SpaceInvadersNoFrameskip-v4,418.12,509.0,90.88
 1134,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4,417.98,711.5,293.52
@@ -1139,22 +1139,22 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1138,sheldonzhu,sheldonzhu/dqn-SpaceInvadersNoFrameskip-v4,417.6,672.0,254.4
 1139,tijstijs,tijstijs/dqn-SpaceInvadersNoFrameskip-v4,417.57,826.5,408.93
 1140,gonxatroll,gonxatroll/dqn-SpaceInvadersNoFrameskip-v4,417.48,563.0,145.52
-1141,Rahil,Rahil/dqn-SpaceInvadersNoFrameskip-v1,417.16999999999996,618.5,201.33
+1141,Rahil,Rahil/dqn-SpaceInvadersNoFrameskip-v1,417.17,618.5,201.33
 1142,zarifikram,zarifikram/dqnSpaceInvader,417.12,588.0,170.88
 1143,NielsV,NielsV/dqn-SpaceInvadersNoFrameskip-v4,416.89,534.5,117.61
 1144,ankandrew,ankandrew/4-Frames-DQN-SpaceInvadersNoFrameskip-v4,416.88,753.5,336.62
-1145,pastells,pastells/dqn-SpaceInvadersNoFrameskip-v4,416.84000000000003,574.0,157.16
-1146,YoriV,YoriV/SpaceInvadersNoFrameskip-v4,416.71000000000004,584.5,167.79
+1145,pastells,pastells/dqn-SpaceInvadersNoFrameskip-v4,416.84,574.0,157.16
+1146,YoriV,YoriV/SpaceInvadersNoFrameskip-v4,416.71,584.5,167.79
 1147,leo1452,leo1452/dqn-SpaceInvadersNoFrameskip-v4,416.44,515.5,99.06
 1148,ShaileshAppukuttan,ShaileshAppukuttan/dqn-SpaceInvadersNoFrameskip-v4,416.4,609.5,193.1
 1149,Weiming1122,Weiming1122/dqn-SpaceInvadersNoFrameskip-v4,416.36,609.5,193.14
 1150,YCHuang2112,YCHuang2112/dqn2-SpaceInvadersNoFrameskip-v4,416.23,614.5,198.27
-1151,CoreyMorris,CoreyMorris/SpaceInvadersNoFrameskip-v4-mid,416.16999999999996,609.5,193.33
+1151,CoreyMorris,CoreyMorris/SpaceInvadersNoFrameskip-v4-mid,416.17,609.5,193.33
 1152,Vorlde,Vorlde/dqn-SpaceInvadersNoFrameskip-v4,416.12,743.5,327.38
 1153,alperenunlu,alperenunlu/dqn-SpaceInvadersNoFrameskip-v4,415.95,591.0,175.05
 1154,minhbtc,minhbtc/dqn-SpaceInvadersNoFrameskip-v4,415.9,562.5,146.6
 1155,Your-Cheese,Your-Cheese/Space-InvadersNoFrameskip-v4,415.86,593.5,177.64
-1156,andge,andge/dqn-SpaceInvadersNoFrameskip-v4,415.78999999999996,630.0,214.21
+1156,andge,andge/dqn-SpaceInvadersNoFrameskip-v4,415.79,630.0,214.21
 1157,sachaguer,sachaguer/dqn-SpaceInvadersNoFrameskip-v4,415.6,540.0,124.4
 1158,dbailleul,dbailleul/dqn-SpaceInvadersNoFrameskip-v4,415.44,555.5,140.06
 1159,yasndr,yasndr/dqn-SpaceInvadersNoFrameskip-v4,415.36,550.5,135.14
@@ -1178,9 +1178,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1177,alvarobb,alvarobb/dqn-SpaceInvadersNoFrameskip-v4,413.25,670.0,256.75
 1178,crowbarmassage,crowbarmassage/dqn-SpaceInvadersNoFrameskip-v4,413.23,554.5,141.27
 1179,GouldJayden,GouldJayden/dqn-SpaceInvadersNoFrameskip-v4,413.21,483.5,70.29
-1180,Corianas,Corianas/ppo-SpaceInvadersNoFrameskip-v4,413.17999999999995,1025.5,612.32
+1180,Corianas,Corianas/ppo-SpaceInvadersNoFrameskip-v4,413.18,1025.5,612.32
 1181,wanliyu1987,wanliyu1987/dqn-SpaceInvadersNoFrameskip-v4,413.13,591.0,177.87
-1182,mallycrip,mallycrip/dqn-SpaceInvadersNoFrameskip-v4,413.08000000000004,628.0,214.92
+1182,mallycrip,mallycrip/dqn-SpaceInvadersNoFrameskip-v4,413.08,628.0,214.92
 1183,wooihen,wooihen/dqn-SpaceInvadersNoFrameskip-v4,413.03,670.5,257.47
 1184,vldnechai,vldnechai/dqn-SpaceInvadersNoFrameskip-v4,412.86,578.0,165.14
 1185,nabeelraza,nabeelraza/dqn-SpaceInvadersNoFrameskip-v4,412.82,673.5,260.68
@@ -1195,7 +1195,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1194,israel-avihail,israel-avihail/dqn-SpaceInvadersNoFrameskip-v4,410.73,667.0,256.27
 1195,Looyyd,Looyyd/dqn-SpaceInvadersNoFrameskip-v4,410.72,648.0,237.28
 1196,SamDNX,SamDNX/dqn-SpaceInvadersNoFrameskip-v4,410.49,761.0,350.51
-1197,Arch4ngel,Arch4ngel/dqn-SpaceInvadersNoFrameskip-v4,410.41999999999996,580.5,170.08
+1197,Arch4ngel,Arch4ngel/dqn-SpaceInvadersNoFrameskip-v4,410.42,580.5,170.08
 1198,codeSpaghetti,codeSpaghetti/SpaceInvadersNoFrameskip-v4,410.31,615.0,204.69
 1199,Johnboll,Johnboll/dqn-SpaceInvadersNoFrameskip-v4,410.22,666.0,255.78
 1200,hussamalafandi,hussamalafandi/dqn-SpaceInvadersNoFrameskip-v4,410.1,568.0,157.9
@@ -1203,13 +1203,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1202,gioca91,gioca91/dqn-SpaceInvadersNoFrameskip-v4,409.86,639.0,229.14
 1203,nikbhi,nikbhi/spaceinvador_dqn_v1,409.72,699.0,289.28
 1204,irfan62622,irfan62622/dqn-SpaceInvadersNoFrameskip-v4,409.69,561.5,151.81
-1205,jennielees,jennielees/dqn-SpaceInvadersNoFrameskip-v4,409.58000000000004,554.5,144.92
+1205,jennielees,jennielees/dqn-SpaceInvadersNoFrameskip-v4,409.58,554.5,144.92
 1206,peyschen,peyschen/space_invaders_v4_dqn,409.52,759.0,349.48
 1207,rezashr,rezashr/dqn-SpacesInvadersNoFrameskip-v4,409.46,715.5,306.04
 1208,MrDivakaruni,MrDivakaruni/dqn-SpaceInvadersNoFrameskip-v4,408.87,582.5,173.63
-1209,mfidabel,mfidabel/dqn-SpaceInvadersNoFrameskip-v4,408.84000000000003,553.0,144.16
-1210,maurya,maurya/dqn-space-invaders,408.83000000000004,564.0,155.17
-1211,BabaYaga048,BabaYaga048/dqn-SpaceInvadersNoFrameskip,408.78999999999996,594.5,185.71
+1209,mfidabel,mfidabel/dqn-SpaceInvadersNoFrameskip-v4,408.84,553.0,144.16
+1210,maurya,maurya/dqn-space-invaders,408.83,564.0,155.17
+1211,BabaYaga048,BabaYaga048/dqn-SpaceInvadersNoFrameskip,408.79,594.5,185.71
 1212,SebastianS,SebastianS/dqn-SpaceInvadersNoFrameskip-v4,408.57,622.5,213.93
 1213,ScareCrow432,ScareCrow432/dqn-SpaceInvadersNoFrameskip-v4,408.51,622.5,213.99
 1214,toreil,toreil/dqn-SpaceInvadersNoFrameskip-v4,408.47,526.0,117.53
@@ -1217,18 +1217,18 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1216,Nikhil058,Nikhil058/dqn_SpaceInvadersNoFrameskip-v4_3,408.37,523.5,115.13
 1217,Nikhil058,Nikhil058/dqn_SpaceInvadersNoFrameskip-v4_1,408.37,523.5,115.13
 1218,79man,79man/dqn-SpaceInvadersNoFrameskip-v4,408.3,687.0,278.7
-1219,shakabash,shakabash/dqn-SpaceInvadersNoFrameskip-v4,408.28999999999996,654.0,245.71
+1219,shakabash,shakabash/dqn-SpaceInvadersNoFrameskip-v4,408.29,654.0,245.71
 1220,sosuneko,sosuneko/dqn-SpaceInvadersNoFrameskip-v4,408.27,613.0,204.73
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+1221,IWR,IWR/dqn-SpaceInvadersNoFrameskip-v4,408.16,576.0,167.84
 1222,kws,kws/dqn-SpaceInvadersNoFrameskip-v4,408.1,603.0,194.9
 1223,i8pxgd2s,i8pxgd2s/dqn-SpaceInvaderNoFrameskip-v4,408.01,602.0,193.99
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+1224,sivan22,sivan22/dqn-SpaceInvadersNoFrameskip-v4,407.67,567.5,159.83
 1225,zrvicc,zrvicc/dqn-SpaceInvadersNoFrameskip-v4,407.49,851.0,443.51
 1226,ksanchis,ksanchis/dqn-SpaceInvadersNoFrameskip-v4,407.47,555.0,147.53
 1227,brunonishimoto,brunonishimoto/dqn-SpaceInvadersNoFrameskip-v4,407.31,660.5,253.19
 1228,egarciamartin,egarciamartin/dqn-SpaceInvadersNoFrameskip-v4,406.98,523.0,116.02
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-1230,th1s1s1t,th1s1s1t/dqn-SpaceInvadersNoFrameskip-v1,406.91999999999996,600.0,193.08
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+1230,th1s1s1t,th1s1s1t/dqn-SpaceInvadersNoFrameskip-v1,406.92,600.0,193.08
 1231,ElementBrawlerAI,ElementBrawlerAI/dqn-SpaceInvadersNoFrameskip-v4,406.86,728.0,321.14
 1232,Leonhard17,Leonhard17/dqn-SpaceInvadersNoFrameskip-v4,406.72,777.5,370.78
 1233,manuelmaiorano,manuelmaiorano/dqn-SpaceInvadersNoFrameskip-v4,406.6,721.0,314.4
@@ -1254,9 +1254,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1253,a-doering,a-doering/dqn-SpaceInvadersNoFrameskip-v4,403.69,624.5,220.81
 1254,margaretshark,margaretshark/dqn-SpaceInvadersNoFrameskip-v4,403.61,615.5,211.89
 1255,dvalbuena1,dvalbuena1/dqn-SpaceInvadersNoFrameskip-v4,403.53,526.0,122.47
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+1256,tranquocthanh,tranquocthanh/dqn-SpaceInvadersNoFrameskip-v4,403.41,643.0,239.59
 1257,matansol,matansol/dqn-SpaceInvaders-v4,403.19,642.5,239.31
-1258,Parthi,Parthi/dqn-SpaceInvadersNoFrameskip-v4,403.16999999999996,584.0,180.83
+1258,Parthi,Parthi/dqn-SpaceInvadersNoFrameskip-v4,403.17,584.0,180.83
 1259,vebie91,vebie91/dqn-SpaceInvadersNoFrameskip-v4-1.2,403.15,563.0,159.85
 1260,spacestar1705,spacestar1705/dqn-SpaceInvadersNoFrameskip-v4,403.14,508.5,105.36
 1261,ksmcg,ksmcg/dqn-spaceinvaders-ksmcg,403.06,614.0,210.94
@@ -1267,7 +1267,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1266,mbertheau,mbertheau/hf-drl-course-3-dqn-SpaceInvadersNoFrameskip-v4,402.64,856.5,453.86
 1267,Rowehn,Rowehn/dqn-SpaceInvadersNoFrameskip-v4-retrain1,402.57,605.5,202.93
 1268,Fer14,Fer14/dqn-SpaceInvadersNoFrameskip,402.52,501.0,98.48
-1269,GEMCorp,GEMCorp/dqn-SpaceInvadersNoFrameskip-v4,402.40999999999997,560.5,158.09
+1269,GEMCorp,GEMCorp/dqn-SpaceInvadersNoFrameskip-v4,402.41,560.5,158.09
 1270,Sachavsn,Sachavsn/dqn-SpaceInvadersNoFrameskip-v4,402.32,641.0,238.68
 1271,Amandm77,Amandm77/dqn-SpaceInvadersNoFrameskip-v4,402.32,612.0,209.68
 1272,hezzze,hezzze/dqn-SpaceInvadersNoFrameskip-v4,401.76,573.5,171.74
@@ -1282,10 +1282,10 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1281,GrumpyPants,GrumpyPants/dqn-SpaceInvadersNoFrameskip-v4,400.89,575.0,174.11
 1282,GGunjan,GGunjan/dqn-SpaceInvadersNoFrameskip-v4,400.65,634.5,233.85
 1283,AbdelKarim95,AbdelKarim95/dqn-SpaceInvadersNoFrameskip-v4,399.95,521.5,121.55
-1284,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v30,399.91999999999996,612.0,212.08
+1284,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v30,399.92,612.0,212.08
 1285,mtlulka,mtlulka/dqn-SpaceInvadersNoFrameskip-v4,399.85,612.0,212.15
-1286,bguan,bguan/SpaceInvadersNoFrameskip-v4-2Msteps,399.83000000000004,550.0,150.17
-1287,htp40400,htp40400/dqn-SpaceInvadersNoFrameskip-v4,399.66999999999996,612.5,212.83
+1286,bguan,bguan/SpaceInvadersNoFrameskip-v4-2Msteps,399.83,550.0,150.17
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 1288,Agneev,Agneev/dqn-SpaceInvadersNoFrameskip-v4,399.39,643.5,244.11
 1289,MiniMinMax,MiniMinMax/dqn-SpaceInvadersNoFrameskip-v4-new,399.12,624.0,224.88
 1290,efainman,efainman/dqn-SpaceInvadersNoFrameskip-v4,398.94,494.5,95.56
@@ -1297,7 +1297,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1296,Hristo,Hristo/unit3_model,398.5,662.0,263.5
 1297,juierror,juierror/dqn-SpaceInvadersNoFrameskip-v4,398.49,541.0,142.51
 1298,spike-spiegel,spike-spiegel/dqn-SpaceInvadersNoFrameskip-v4,398.45,535.0,136.55
-1299,romc57,romc57/dqn-SpaceInvadersNoFrameskip-v4,397.84000000000003,596.0,198.16
+1299,romc57,romc57/dqn-SpaceInvadersNoFrameskip-v4,397.84,596.0,198.16
 1300,Gaivoronsky,Gaivoronsky/dqn-SpaceInvadersNoFrameskip-v4,397.52,559.5,161.98
 1301,seven-dev,seven-dev/dqn-SpaceInvadersNoFrameskip-v4,397.31,582.0,184.69
 1302,ChechkovEugene,ChechkovEugene/dqn-SpaceInvadersNoFrameskip-v4,397.15,593.5,196.35
@@ -1305,12 +1305,12 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1304,carlosmirandad,carlosmirandad/rl-class-dqn-SpaceInvadersNoFrameskip-v4,396.8,531.5,134.7
 1305,dmenini,dmenini/dqn-SpaceInvadersNoFrameskip-v4,396.71,500.5,103.79
 1306,brunoboat,brunoboat/dqn-SpaceInvadersNoFrameskip,396.3,550.0,153.7
-1307,keyblade95,keyblade95/dqn-SpaceInvadersNoFrameskip-v4,396.28999999999996,584.5,188.21
-1308,ldaquan1996,ldaquan1996/dqn-SpaceInvadersNoFrameskip-v4,395.96000000000004,536.5,140.54
+1307,keyblade95,keyblade95/dqn-SpaceInvadersNoFrameskip-v4,396.29,584.5,188.21
+1308,ldaquan1996,ldaquan1996/dqn-SpaceInvadersNoFrameskip-v4,395.96,536.5,140.54
 1309,JvThunder,JvThunder/dqn-SpaceInvadersNoFrameskip-v4,395.93,682.5,286.57
 1310,Beegbrain,Beegbrain/dqn-SpaceInvadersNoFrameskip-v4,395.51,648.0,252.49
 1311,abdelhamidmalki,abdelhamidmalki/dqn-SpaceInvadersNoFrameskip-v4,395.41,742.5,347.09
-1312,nakanolab,nakanolab/dqn-SpaceInvadersNoFrameskip,395.21000000000004,643.5,248.29
+1312,nakanolab,nakanolab/dqn-SpaceInvadersNoFrameskip,395.21,643.5,248.29
 1313,agoel3705,agoel3705/SpaceInvadersNoFrameskip-v4,395.03,666.5,271.47
 1314,lunared473,lunared473/dqn-SpaceInvadersNoFrameskip-v4,394.76,702.0,307.24
 1315,lovelyxs,lovelyxs/dqn-SpaceInvadersNoFrameskip-v4,394.72,527.5,132.78
@@ -1319,15 +1319,15 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1318,MarshallPF,MarshallPF/dqn-SpaceInvadersNoFrameskip-v4,394.33,678.5,284.17
 1319,Huggingfly,Huggingfly/dqn-SpaceInvadersNoFrameskip-v4,394.15,566.5,172.35
 1320,DelusionalDreams,DelusionalDreams/dqn-SpaceInvadersNoFrameskip-v4,394.14,558.0,163.86
-1321,LiamFy,LiamFy/dqn-SpaceInvadersNoFrameskip-v4,394.09000000000003,528.5,134.41
+1321,LiamFy,LiamFy/dqn-SpaceInvadersNoFrameskip-v4,394.09,528.5,134.41
 1322,ENmoss,ENmoss/dqn-SpaceInvadersNoFrameskip-v4,394.02,640.0,245.98
 1323,loicspigeleer,loicspigeleer/SpaceInvadersNoFrameskip-v4,393.97,685.0,291.03
 1324,AKal,AKal/dqn-SpaceInvadersNoFrameskip-v4,393.78,650.0,256.22
 1325,YaYaB,YaYaB/SpaceInvadersNoFrameskip-v4-2,393.77,556.0,162.23
 1326,avojarot,avojarot/dqn-SpaceInvadersNoFrameskip-v4,393.74,622.0,228.26
-1327,yovchev,yovchev/dqn-SpaceInvadersNoFrameskip-v4,393.71000000000004,558.0,164.29
+1327,yovchev,yovchev/dqn-SpaceInvadersNoFrameskip-v4,393.71,558.0,164.29
 1328,krishna-shinde,krishna-shinde/dqn-SpaceInvadersNoFrameskip-v4,393.6,544.5,150.9
-1329,Dreaver,Dreaver/dqn-SpaceInvadersNoFrameskip-v4,393.41999999999996,566.0,172.58
+1329,Dreaver,Dreaver/dqn-SpaceInvadersNoFrameskip-v4,393.42,566.0,172.58
 1330,Nostradamused,Nostradamused/dqn-SpaceInvadersNoFrameskip-v4,393.26,719.0,325.74
 1331,kambehmw,kambehmw/dqn-SpaceInvadersNoFrameskip-v4,393.25,549.0,155.75
 1332,shasha168,shasha168/dqn-SpaceInvadersNoFrameskip-v4,393.02,678.0,284.98
@@ -1340,7 +1340,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1339,yyassin,yyassin/dqn-SpaceInvadersNoFrameskip-v4,392.04,709.0,316.96
 1340,AMfeta99,AMfeta99/dqn-SpaceInvadersNoFrameskip-v4,391.97,494.5,102.53
 1341,11Spades,11Spades/dqn-SpaceInvadersNoFrameskip-v4,391.97,558.0,166.03
-1342,twbrandon7,twbrandon7/rl-course-unit3-dqn-SpaceInvadersNoFrameskip-v4,391.96000000000004,604.0,212.04
+1342,twbrandon7,twbrandon7/rl-course-unit3-dqn-SpaceInvadersNoFrameskip-v4,391.96,604.0,212.04
 1343,arkadyark,arkadyark/dqn-SpaceInvadersNoFrameskip-v4-ppo,391.9,862.5,470.6
 1344,alexliap,alexliap/SpaceInvdaders,391.86,608.0,216.14
 1345,aaronrmm,aaronrmm/dqn-SpaceInvadersNoFrameskip-v4,391.8,670.0,278.2
@@ -1350,14 +1350,14 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1349,micdestefano,micdestefano/dqn-SpaceInvadersNoFrameskip-v4,391.12,659.0,267.88
 1350,babakc,babakc/dqn-SpaceInvadersNoFrameskip-v4,391.05,539.0,147.95
 1351,bartmiller,bartmiller/dqn-SpaceInvadersNoFrameskip-v4,390.99,706.0,315.01
-1352,jvilaseca,jvilaseca/dqn-SpaceInvadersNoFrameskip-v4,390.91999999999996,605.0,214.08
+1352,jvilaseca,jvilaseca/dqn-SpaceInvadersNoFrameskip-v4,390.92,605.0,214.08
 1353,MohaK,MohaK/SpaceInvaders,390.85,601.5,210.65
 1354,Sympan,Sympan/DeepQ_Atari_SpaceInv4_v1,390.83,649.5,258.67
 1355,victorjmarin,victorjmarin/dqn-SpaceInvadersNoFrameskip-v4,390.77,519.5,128.73
 1356,krishnadasar-sudheer-kumar,krishnadasar-sudheer-kumar/dqn-SpaceInvadersNoFrameskip-v4,390.73,550.5,159.77
 1357,mittelmandaniel,mittelmandaniel/dqn-SpaceInvadersNoFrameskip-v4,390.69,505.5,114.81
 1358,alapin,alapin/dqn-SpaceInvadersNoFrameskip-v4,390.63,580.0,189.37
-1359,RyyyT,RyyyT/dqn-SpaceInvadersNoFrameskip-v4,390.09000000000003,517.0,126.91
+1359,RyyyT,RyyyT/dqn-SpaceInvadersNoFrameskip-v4,390.09,517.0,126.91
 1360,zeeshan-sardar,zeeshan-sardar/dqn-SpaceInvadersNoFrameskip-v,389.99,646.0,256.01
 1361,masterdezign,masterdezign/dqn-SpaceInvadersNoFrameskip-v4,389.94,614.5,224.56
 1362,darthPanda,darthPanda/dqn-SpaceInvadersNoFrameskip-v4_1,389.61,457.0,67.39
@@ -1367,7 +1367,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1366,mdround,mdround/dqn-SpaceInvadersNoFrameskip-v4-1e6ts,389.3,525.0,135.7
 1367,mdround,mdround/dqn-SpaceInvadersNoFrameskip-v4,389.3,525.0,135.7
 1368,YoavWigelman,YoavWigelman/dqn-SpaceInvadersNoFrameskip-v4,389.19,661.5,272.31
-1369,aronmal,aronmal/dqn-SpaceInvaders-v4,389.16999999999996,551.0,161.83
+1369,aronmal,aronmal/dqn-SpaceInvaders-v4,389.17,551.0,161.83
 1370,skyfox,skyfox/dqn-SpaceInvadersNoFrameskip-v4,388.84,767.0,378.16
 1371,aidiary,aidiary/dqn-SpaceInvadersNoFrameskip-v4,388.8,633.5,244.7
 1372,Sunny98,Sunny98/dqn-SpaceInvadersNoFrameskip-v4,388.57,709.0,320.43
@@ -1388,11 +1388,11 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1387,oscarb92,oscarb92/dqn-SpaceInvadersNoFrameskip-v4,387.03,563.5,176.47
 1388,hoanglongvn,hoanglongvn/dqn-SpaceInvadersNoFrameskip-v4,386.9,517.5,130.6
 1389,jayshim,jayshim/SpaceInvadersNoFrameskip-v4,386.88,581.5,194.62
-1390,alesthehuman,alesthehuman/dqn-SpaceInvadersNoFrameskip-v4,386.83000000000004,599.5,212.67
+1390,alesthehuman,alesthehuman/dqn-SpaceInvadersNoFrameskip-v4,386.83,599.5,212.67
 1391,TruffulaTree2500,TruffulaTree2500/dqn-SpaceInvadersNoFrameskip-v4,386.81,597.0,210.19
 1392,avoroshilov,avoroshilov/dqn-SpaceInvadersNoFrameskip-v4,386.77,716.5,329.73
 1393,Kauniss,Kauniss/dqn-SpaceInvadersNoFrameskip-v4,386.57,536.5,149.93
-1394,kostasang,kostasang/dqn-SpaceInvadersNoFrameskip-v4,386.40999999999997,552.0,165.59
+1394,kostasang,kostasang/dqn-SpaceInvadersNoFrameskip-v4,386.41,552.0,165.59
 1395,davera-017,davera-017/dqn-SpaceInvadersNoFrameskip-v4,386.28,568.5,182.22
 1396,Josrf,Josrf/dqn-SpaceInvadersNoFrameskip-v4,385.89,669.0,283.11
 1397,jwoods,jwoods/dqn-SpaceInvadersNoFrameskip-v4,385.64,597.5,211.86
@@ -1400,8 +1400,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1399,bastienm,bastienm/dqn-SpaceInvadersNoFrameskip-v4,385.43,552.0,166.57
 1400,yumingyi,yumingyi/dqn-SpaceInvadersNoFrameskip-v4,385.32,529.0,143.68
 1401,tylerkiser,tylerkiser/dqn-SpaceInvadersNoFrameskip-v4,385.31,811.0,425.69
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-1403,szdodo,szdodo/dqn-SpaceInvadersNoFrameskip-v4,385.08000000000004,615.0,229.92
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 1404,taohu88,taohu88/dqn-SpaceInvadersNoFrameskip-v4,385.03,728.0,342.97
 1405,atari713,atari713/dqn-SpaceInvadersNoFrameskip-v4,384.81,517.5,132.69
 1406,VanillaVanilla,VanillaVanilla/dqn-SpaceInvadersNoFrameskip-v4,384.8,585.5,200.7
@@ -1411,53 +1411,53 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1410,Mithul,Mithul/SpaceInvadersNoFrameskip-v4,383.92,474.0,90.08
 1411,agercas,agercas/dqn-SpaceInvadersNoFrameskip-v4,383.77,710.0,326.23
 1412,redflanker93,redflanker93/SpaceInvadersNoFrameskip-v4,383.69,563.5,179.81
-1413,mnity,mnity/mydqn-SpaceInvadersNoFrameskip-v4,383.58000000000004,554.5,170.92
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 1414,msgerasyov,msgerasyov/dqn-SpaceInvadersNoFrameskip-v4,383.43,524.0,140.57
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 1417,yuvidhepe,yuvidhepe/dqn-SpaceInvadersNoFrameskip-v4,383.23,591.5,208.27
 1418,Marc-Elie,Marc-Elie/dqn-SpaceInvadersNoFrameskip-v4,383.23,520.5,137.27
 1419,nlamot,nlamot/dqn-SpaceInvadersNoFrameskip-v4,383.2,666.0,282.8
 1420,Senura,Senura/dqn-SpaceInvadersNoFrameskip-v4,383.2,654.0,270.8
 1421,adam1brownell,adam1brownell/u3_space_invade,383.14,545.0,161.86
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 1423,maroti,maroti/dqn-SpaceInvadersNoFrameskip-v4,383.0,507.0,124.0
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 1431,jake-walker,jake-walker/dqn-SpaceInvadersNoFrameskip-v4,381.94,669.5,287.56
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 1437,spadaal,spadaal/SpaceInvadersNoFrameskip-v4,380.72,530.0,149.28
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 1449,fbeghell,fbeghell/dqn-SpaceInvadersNoFrameskip-v4,379.0,530.0,151.0
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 1451,lbkzman,lbkzman/dqn-SpaceInvadersNoFrameskip-v4,378.85,844.0,465.15
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 1453,smeth,smeth/dqn-SpaceInvadersNoFrameskip-v4,378.7,706.5,327.8
 1454,miki030,miki030/dqn-SpaceInvadersNoFrameskip-v4,378.39,601.5,223.11
 1455,rakeshjohny,rakeshjohny/dqn-SpaceInvadersNoFrameskip,378.35,586.0,207.65
 1456,meganstodel,meganstodel/dqn-SpaceInvadersNoFrameskip-v4,378.33,737.0,358.67
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 1462,dfomin,dfomin/dqn-SpaceInvadersNoFrameskip-v4,377.13,643.5,266.37
@@ -1477,13 +1477,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1476,GrimReaperSam,GrimReaperSam/space-invaders-dqn,374.99,489.0,114.01
 1477,SecondTheFirst,SecondTheFirst/dqn-SpaceInvadersNoFrameskip-v4,374.86,493.5,118.64
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 1480,atorre,atorre/dqn-SpaceInvadersNoFrameskip-v4,374.64,456.0,81.36
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 1483,AlikS,AlikS/dqn-SpaceInvadersNoFrameskip-v4,374.44,729.0,354.56
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-1485,Melanol,Melanol/dqn-SpaceInvadersNoFrameskip-v4,373.78999999999996,573.0,199.21
+1484,Qilex,Qilex/dqn-SpaceInvadersNoFrameskip-v4,374.41,614.5,240.09
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 1486,akghxhs55,akghxhs55/dqn-SpaceInvadersNoFrameskip-v4,373.76,530.5,156.74
 1487,Hrushi,Hrushi/SpaceInvadersNoFrameskip-v4,373.72,636.0,262.28
 1488,vumichien,vumichien/dqn-SpaceInvadersNoFrameskip-v4,373.52,562.0,188.48
@@ -1497,7 +1497,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1496,Adrian101-hnd,Adrian101-hnd/dqn-SpaceInvadersNoFrameskip-v4,372.18,631.5,259.32
 1497,Englios,Englios/SpaceInvadersNoFrameskip,372.14,480.5,108.36
 1498,helpingstar,helpingstar/dqn-SpaceInvadersNoFrameskip-v4,372.1,531.0,158.9
-1499,bsmith0430,bsmith0430/dqn-SpaceInvadersNoFrameskip-v4,371.96000000000004,533.5,161.54
+1499,bsmith0430,bsmith0430/dqn-SpaceInvadersNoFrameskip-v4,371.96,533.5,161.54
 1500,Issacwong,Issacwong/dqn-SpaceInvadersNoFrameskip-v4,371.54,714.5,342.96
 1501,Mykolyt,Mykolyt/dqn-SpaceInvadersNoFrameskip-v4,371.36,578.0,206.64
 1502,wuwx,wuwx/dqn-SpaceInvadersNoFrameskip-v4,371.35,552.5,181.15
@@ -1506,7 +1506,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1505,tim-binding,tim-binding/dqn-SpaceInvadersNoFrameskip-v4,371.11,597.0,225.89
 1506,ecemisildar,ecemisildar/SpaceInvadersNoFrameskip-v4,370.73,593.0,222.27
 1507,pruvostmichael,pruvostmichael/dqn-SpaceInvadersNoFrameskip-v4,370.38,510.0,139.62
-1508,Liogl,Liogl/Liogl-dqn-SpaceInvadersNoFrameskip,370.34000000000003,614.5,244.16
+1508,Liogl,Liogl/Liogl-dqn-SpaceInvadersNoFrameskip,370.34,614.5,244.16
 1509,zyy519,zyy519/dqn-SpaceInvadersNoFrameskip-v4,370.27,616.0,245.73
 1510,G-e-o-r-g-e,G-e-o-r-g-e/dqn-SpaceInvadersNoFrameskip-v4,370.25,656.0,285.75
 1511,EduardoCGarridoMerchan,EduardoCGarridoMerchan/SpaceInvadersNoFrameskip-v4,370.1,567.5,197.4
@@ -1528,10 +1528,10 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1527,digitaljungle,digitaljungle/dqn-spaceinvaders,367.96,688.5,320.54
 1528,sun1638650145,sun1638650145/dqn-SpaceInvadersNoFrameskip-v4,367.87,544.5,176.63
 1529,Praga-6000,Praga-6000/unit3,367.7,575.0,207.3
-1530,calvincbzhang,calvincbzhang/dqn-SpaceInvadersNoFrameskip-v4,367.59000000000003,580.5,212.91
-1531,mohsin-x-zafar,mohsin-x-zafar/dqn-SpaceInvadersNoFrameskip-v4,367.53999999999996,515.0,147.46
+1530,calvincbzhang,calvincbzhang/dqn-SpaceInvadersNoFrameskip-v4,367.59,580.5,212.91
+1531,mohsin-x-zafar,mohsin-x-zafar/dqn-SpaceInvadersNoFrameskip-v4,367.54,515.0,147.46
 1532,TUMxudashuai,TUMxudashuai/dqn-SpaceInvadersNoFrameskip-v4,367.39,607.5,240.11
-1533,pavankantharaju,pavankantharaju/dqn-SpaceInvadersNoFrameskip-v4,367.21000000000004,592.5,225.29
+1533,pavankantharaju,pavankantharaju/dqn-SpaceInvadersNoFrameskip-v4,367.21,592.5,225.29
 1534,chenoi,chenoi/deepRL3,367.21,681.5,314.29
 1535,Ditrip,Ditrip/dqn-SpaceInvadersNoFrameskip-v4,366.63,515.5,148.87
 1536,Akriel,Akriel/dqn-SpaceInvadersNoFrameskip-v4,366.6,528.5,161.9
@@ -1540,28 +1540,28 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1539,chandan9t8,chandan9t8/dqn-SpaceInvaders,366.08,701.5,335.42
 1540,Boiler,Boiler/dqn-SpaceInvadersNoFrameskip-v4,366.08,635.5,269.42
 1541,VinayHajare,VinayHajare/dqn-SpaceInvadersNoFrameskip-v4,365.94,460.5,94.56
-1542,jobeid1,jobeid1/dqn-SpaceInvadersNoFrameskip-v4,365.90999999999997,587.0,221.09
-1543,Sera47,Sera47/dqn-SpaceInvadersNoFrameskip-v4,365.90999999999997,540.5,174.59
-1544,s-himmi,s-himmi/dqn-SpaceInvadersNoFrameskip-v4-classic,365.78999999999996,621.5,255.71
+1542,jobeid1,jobeid1/dqn-SpaceInvadersNoFrameskip-v4,365.91,587.0,221.09
+1543,Sera47,Sera47/dqn-SpaceInvadersNoFrameskip-v4,365.91,540.5,174.59
+1544,s-himmi,s-himmi/dqn-SpaceInvadersNoFrameskip-v4-classic,365.79,621.5,255.71
 1545,vkamenski,vkamenski/dqn-SpaceInvadersNoFrameskip-v4,365.76,563.5,197.74
-1546,Lucky1,Lucky1/dqn-SpaceInvadersNoFrameskip-v4,365.53999999999996,511.0,145.46
-1547,georgao,georgao/dqn-SpaceInvadersNoFrameskip-v4,365.41999999999996,532.5,167.08
-1548,kinkpunk,kinkpunk/dqn-SpaceInvadersNoFrameskip-v4-RL,365.33000000000004,591.0,225.67
+1546,Lucky1,Lucky1/dqn-SpaceInvadersNoFrameskip-v4,365.54,511.0,145.46
+1547,georgao,georgao/dqn-SpaceInvadersNoFrameskip-v4,365.42,532.5,167.08
+1548,kinkpunk,kinkpunk/dqn-SpaceInvadersNoFrameskip-v4-RL,365.33,591.0,225.67
 1549,UnaiGurbindo,UnaiGurbindo/dqn-SpaceInvadersNoFrameskip-v4,365.19,507.0,141.81
-1550,SafetyMary,SafetyMary/SpaceInvadersNoFrameskip-v4,364.91999999999996,510.5,145.58
+1550,SafetyMary,SafetyMary/SpaceInvadersNoFrameskip-v4,364.92,510.5,145.58
 1551,AlexDLP,AlexDLP/dqn-SpaceInvadersNoFrameskip-v4,364.35,626.0,261.65
 1552,EXrRor3,EXrRor3/dqn-SpaceInvadersNoFrameskip-v4,364.27,688.5,324.23
 1553,eolang,eolang/DRL-SpaceInvadersNoFrameskip-v4,364.25,513.0,148.75
-1554,chrlie,chrlie/dqn-SpaceInvadersNoFrameskip-v4,364.16999999999996,493.0,128.83
-1555,artbreguez,artbreguez/dqn-SpaceInvadersNoFrameskip-v4,363.90999999999997,582.5,218.59
-1556,alikolling,alikolling/dqn-SpaceInvadersNoFrameskip-v4,363.84000000000003,530.0,166.16
+1554,chrlie,chrlie/dqn-SpaceInvadersNoFrameskip-v4,364.17,493.0,128.83
+1555,artbreguez,artbreguez/dqn-SpaceInvadersNoFrameskip-v4,363.91,582.5,218.59
+1556,alikolling,alikolling/dqn-SpaceInvadersNoFrameskip-v4,363.84,530.0,166.16
 1557,Eldund,Eldund/dqn-SpaceInvadersNoFrameskip-v4,363.7,624.5,260.8
-1558,dugongo,dugongo/SpaceInvadersNoFrameskip-v4,363.58000000000004,540.5,176.92
+1558,dugongo,dugongo/SpaceInvadersNoFrameskip-v4,363.58,540.5,176.92
 1559,aleks0309,aleks0309/dqn-SpaceInvadersNoFrameskip-v4,363.55,580.5,216.95
 1560,MikkelGodsk,MikkelGodsk/dqn-SpaceInvadersNoFrameskip-v4,363.4,477.0,113.6
 1561,AnnaMats,AnnaMats/dqn-SpaceInvadersNoFrameskip-v4,363.4,494.5,131.1
-1562,soonchang,soonchang/SpaceInvadersNoFrameskip-v4,363.21000000000004,514.5,151.29
-1563,fatcat22,fatcat22/dqn-SpaceInvadersNoFrameskip-v4,363.08000000000004,543.5,180.42
+1562,soonchang,soonchang/SpaceInvadersNoFrameskip-v4,363.21,514.5,151.29
+1563,fatcat22,fatcat22/dqn-SpaceInvadersNoFrameskip-v4,363.08,543.5,180.42
 1564,Nake,Nake/dqn-SpaceInvadersNoFrameskip-v4,363.05,509.5,146.45
 1565,jcastanyo,jcastanyo/dqn-SpaceInvadersNoFrameskip-v4,362.91,644.0,281.09
 1566,shtif,shtif/dqn-SpaceInvadersNoFrameskip-v4,362.89,700.0,337.11
@@ -1570,14 +1570,14 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1569,Convolution,Convolution/dqn-SpaceInvadersNoFrameskip-v4,362.52,653.0,290.48
 1570,TalesLF,TalesLF/dqn-SpaceInvadersNoFrameskip-v4,362.51,450.0,87.49
 1571,Balajirv,Balajirv/dqn-SpaceInvadersNoFrameskip-v4,362.37,481.0,118.63
-1572,antoooooine,antoooooine/dqn-SpaceInvadersNoFrameskip-v4,362.21000000000004,529.5,167.29
+1572,antoooooine,antoooooine/dqn-SpaceInvadersNoFrameskip-v4,362.21,529.5,167.29
 1573,jjjjjjjjjj,jjjjjjjjjj/dqn-SpaceInvadersNoFrame-v4,362.0,582.5,220.5
 1574,vtisza,vtisza/dqn-SpaceInvadersNoFrameskip-v4,361.81,584.5,222.69
 1575,SmellyKat,SmellyKat/dqn-SpaceInvadersNoFrameskip-v4,361.36,551.0,189.64
 1576,MarioLomby,MarioLomby/dqn-SpaceInvadersNoFrameskip-v4,360.91,782.0,421.09
 1577,rbrgAlou,rbrgAlou/dqn-SpaceInvadersNoFrameskip-v4,360.88,503.5,142.62
 1578,Frorozcol,Frorozcol/dqn-SpaceInvadersNoFrameskip-v4,360.68,454.0,93.32
-1579,junikeda,junikeda/dqn-SpaceInvadersNoFrameskip-v4,360.41999999999996,511.0,150.58
+1579,junikeda,junikeda/dqn-SpaceInvadersNoFrameskip-v4,360.42,511.0,150.58
 1580,brightfarmns,brightfarmns/atari-games,360.33,707.0,346.67
 1581,Nonin,Nonin/SpaceInvadersNoFrameskip-4,360.31,545.0,184.69
 1582,ByteExplorer,ByteExplorer/dqn-SpaceInvadersNoFrameskip-v4,360.02,652.5,292.48
@@ -1588,7 +1588,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1587,loupzeur,loupzeur/dqn-SpaceInvadersNoFrameskip-v4,359.72,599.5,239.78
 1588,TahsinZaman,TahsinZaman/dqn-SpaceInvadersNoFrameskip-v4,359.11,516.5,157.39
 1589,Arindam75,Arindam75/dqn-SpaceInvadersNoFrameskip,359.06,493.0,133.94
-1590,shubhamagarwal92,shubhamagarwal92/dqn-SpaceInvadersNoFrameskip-v4,359.03999999999996,577.0,217.96
+1590,shubhamagarwal92,shubhamagarwal92/dqn-SpaceInvadersNoFrameskip-v4,359.04,577.0,217.96
 1591,Unterwexi,Unterwexi/dqn-SpaceInvadersNoFrameskip-v4,358.93,632.0,273.07
 1592,SpookyWooky5,SpookyWooky5/dqn-SpaceInvadersNoFrameskip-v4,358.85,601.5,242.65
 1593,dcv21,dcv21/dqn-SpaceInvadersNoFrameskip-v4,358.81,503.5,144.69
@@ -1602,7 +1602,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1601,aratshimyanga,aratshimyanga/dqn-SpaceInvadersNoFrameskip-v4,357.39,624.0,266.61
 1602,shaojieee,shaojieee/dqn-SpaceInvadersNoFrameskip-v4,357.32,550.5,193.18
 1603,PeterDerLustige,PeterDerLustige/dqn-SpaceInvadersNoFrameskip-v4,356.98,640.5,283.52
-1604,ambi,ambi/dqn-SpaceInvadersNoFrameskip-v4,356.90999999999997,568.0,211.09
+1604,ambi,ambi/dqn-SpaceInvadersNoFrameskip-v4,356.91,568.0,211.09
 1605,jannikskytt,jannikskytt/dqn-SpaceInvadersNoFrameskip-v4,356.8,659.0,302.2
 1606,dimi1357,dimi1357/dqn-SpaceInvadersNoFrameskip-v4,356.8,573.0,216.2
 1607,jordandavis,jordandavis/dqn-SpaceInvadersNoFrameskip-v4,356.52,697.0,340.48
@@ -1617,16 +1617,16 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1616,ewertonfelipe,ewertonfelipe/dqn-SpaceInvadersNoFrameskip-v4,354.75,489.5,134.75
 1617,slopezay,slopezay/dqn-SpaceInvadersNoFrameskip-v4,354.44,499.5,145.06
 1618,bguisard,bguisard/dqn-SpaceInvadersNoFrameskip-v4,354.38,543.0,188.62
-1619,Segamboam,Segamboam/dqn-SpaceInvadersNoFrameskip-v4,354.15999999999997,568.5,214.34
+1619,Segamboam,Segamboam/dqn-SpaceInvadersNoFrameskip-v4,354.16,568.5,214.34
 1620,colemane,colemane/dqn-SpaceInvadersNoFrameskip-v4,353.88,541.5,187.62
 1621,Hans14,Hans14/SpaceInvadersNoFrameskip,353.7,518.5,164.8
 1622,KayabaEngine,KayabaEngine/dqn-SpaceInvadersNoFrameskip-v4,353.69,717.5,363.81
 1623,Wolverine01,Wolverine01/dqn-SpaceInvadersNoFrameskip-v4,353.12,680.5,327.38
-1624,PratikSahu,PratikSahu/dqn-SpaceInvadersNoFrameskip-v4,353.03999999999996,587.0,233.96
+1624,PratikSahu,PratikSahu/dqn-SpaceInvadersNoFrameskip-v4,353.04,587.0,233.96
 1625,alsonlai,alsonlai/dqn-SpaceInvadersNoFrameskip-v4,352.93,499.5,146.57
 1626,jairNeto,jairNeto/dqn-SpaceInvadersNoFrameskip-v4,352.81,558.0,205.19
 1627,peterdamn,peterdamn/dqn-SpaceInvadersNoFrameskip-v4,352.8,720.0,367.2
-1628,kowalsky,kowalsky/SpaceInvaders-v4,352.66999999999996,490.0,137.33
+1628,kowalsky,kowalsky/SpaceInvaders-v4,352.67,490.0,137.33
 1629,whywynn,whywynn/dqn-SpaceInvadersNoFrameskip-v4,352.63,486.5,133.87
 1630,draziert,draziert/SpaceInvadersNoFrameskip-v4,352.55,576.0,223.45
 1631,dvesely,dvesely/dqn-SpaceInvadersNoFrameskip-v4,352.49,486.0,133.51
@@ -1643,13 +1643,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1642,Actuary,Actuary/dqn-SpaceInvadersNoFrameskip-v4,351.43,724.5,373.07
 1643,NikitaBaramiia,NikitaBaramiia/dqn-SpaceInvadersNoFrameskip-v4,351.38,451.0,99.62
 1644,dzegan,dzegan/dqnAtari,350.25,547.5,197.25
-1645,jnacey2,jnacey2/dqn-SpaceInvadersNoFrameskip-v4,349.90999999999997,525.0,175.09
+1645,jnacey2,jnacey2/dqn-SpaceInvadersNoFrameskip-v4,349.91,525.0,175.09
 1646,motmono,motmono/dqn-SpaceInvadersNoFrameskip-v4,349.74,491.5,141.76
 1647,ib1368,ib1368/dqn-SpaceInvadersNoFrameskip-v4,349.68,672.0,322.32
 1648,Ziyu23,Ziyu23/dqn-SpaceInvadersNoFrameskip-v4,349.67,477.5,127.83
 1649,austinhoag,austinhoag/dqn-SpaceInvadersNoFrameskip-v4,349.58,467.5,117.92
 1650,yaystevek,yaystevek/dqn-SpaceInvadersNoFrameskip-v4,349.45,569.5,220.05
-1651,ImeneT,ImeneT/dqn-SpaceInvaders,349.16999999999996,585.0,235.83
+1651,ImeneT,ImeneT/dqn-SpaceInvaders,349.17,585.0,235.83
 1652,Megalino111,Megalino111/dqn-SpaceInvadersNoFrameskip-v4,349.06,464.5,115.44
 1653,Retrial9842,Retrial9842/dqn-SpaceInvadersNoFrameskip-v4,348.85,552.0,203.15
 1654,Ktang2k,Ktang2k/dqn-SpaceInvadersNoFrameskip-v4,348.46000000000004,493.5,145.04
@@ -1673,14 +1673,14 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1672,YaYaB,YaYaB/SpaceInvadersNoFrameskip-v4-1,346.02,511.0,164.98
 1673,jmurphy97,jmurphy97/dqn-SpaceInvadersNoFrameskip-v4,345.98,659.0,313.02
 1674,Krawcts,Krawcts/SpaceInvadersNoFrameskip-v4_2,345.98,489.5,143.52
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+1675,Bingsu,Bingsu/dqn-SpaceInvadersNoFrameskip-v4,345.67,571.0,225.33
 1676,golightly,golightly/dqn-SpaceInvadersNoFrameskip-v4,345.43,526.0,180.57
 1677,Tstarshak,Tstarshak/dqn-SpaceInvadersNoFrameskip-v4,345.43,655.5,310.07
 1678,Eslam25,Eslam25/dqn-SpaceInvadersNoFrameskip-v4,345.34000000000003,564.5,219.16
 1679,Patil,Patil/dqn-SpaceInvadersNoFrameskip-v4,345.13,474.5,129.37
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 1681,ramonzaca,ramonzaca/dqn-SpaceInvadersNoFrameskip-v4,344.89,480.0,135.11
-1682,MarBar,MarBar/dqn-SpaceInvadersNoFrameskip-v4,344.53999999999996,521.5,176.96
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 1683,Schwarzschild009,Schwarzschild009/dqn-SpaceInvadersNoFrameskip-v4,344.15,491.0,146.85
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 1685,Punit71,Punit71/dqn-SpaceInvadersNoFrameskip-v4,343.28,568.0,224.72
@@ -1711,7 +1711,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1710,nossal,nossal/dqn-SpaceInvadersNoFrameskip-v4,337.89,452.5,114.61
 1711,fabianmmueller,fabianmmueller/dqn-SpaceInvadersNoFrameskip-v4,337.85,645.0,307.15
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-1713,Luisfrdz,Luisfrdz/dqn-SpaceInvadersNoFrameskip-v4,337.15999999999997,502.5,165.34
+1713,Luisfrdz,Luisfrdz/dqn-SpaceInvadersNoFrameskip-v4,337.16,502.5,165.34
 1714,mewbot97,mewbot97/qn-SpaceInvadersNoFrameskip-v1,337.15,419.5,82.35
 1715,ahmed-ali,ahmed-ali/dqn-SpaceInvadersNoFrameskip-v4,337.14,623.5,286.36
 1716,apparition,apparition/dqn-SpaceInvadersNoFrameskip-v4,336.93,545.5,208.57
@@ -1724,14 +1724,14 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1723,jaredoong,jaredoong/dqn-SpaceInvadersNoFrameskip-v4,335.05,551.5,216.45
 1724,ArneJa,ArneJa/Atari1,334.83000000000004,558.5,223.67
 1725,ethompson93,ethompson93/SpaceInvadersNoFrameskip-v4,334.51,519.5,184.99
-1726,1aurent,1aurent/dqn-SpaceInvadersNoFrameskip-v4,334.15999999999997,511.5,177.34
+1726,1aurent,1aurent/dqn-SpaceInvadersNoFrameskip-v4,334.16,511.5,177.34
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-1733,smarquie,smarquie/dqn-SpaceInvadersNoFrameskip-v4,332.41999999999996,582.0,249.58
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 1734,leandromiguel,leandromiguel/dqn-SpaceInvadersNoFrameskip-v4,332.35,475.5,143.15
 1735,JonhL,JonhL/dqn-SpaceInvadersNoFrameskip-v4,332.35,475.5,143.15
 1736,blghtr,blghtr/dqn-SpaceInvadersNoFrameskip-v4,332.34000000000003,571.0,238.66
@@ -1748,9 +1748,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1747,JiriG,JiriG/dqn-SpaceInvadersNoFrameskip-v4,328.47,608.0,279.53
 1748,zyoscovits,zyoscovits/dqn-SpaceInvadersNoFrameskip-v4,328.44,480.0,151.56
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-1750,Mahmoud22,Mahmoud22/rl_zoo3_SpaceInvaders-v4,327.28999999999996,515.0,187.71
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 1751,jz01,jz01/dqn-SpaceInvadersNoFrameskip-v4,326.65,548.5,221.85
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+1752,adyprat,adyprat/dqn-SI4,326.29,468.0,141.71
 1753,huggingcats,huggingcats/dqn-SpaceInvadersNoFrameskip-v4,326.21,418.0,91.79
 1754,myklicious,myklicious/dqn-SpaceInvadersNoFrameskip-v4,325.93,462.0,136.07
 1755,rideadragon,rideadragon/dqn-SpaceInvadersNoFrameskip-v4,325.87,591.0,265.13
@@ -1776,7 +1776,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1775,sotossta,sotossta/dqn-SpaceInvadersNoFrameskip-v4,321.97,589.0,267.03
 1776,RyanOrth,RyanOrth/dqn-SpaceInvadersNoFrameskip-v4,321.72,609.5,287.78
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 1779,xiawei910,xiawei910/dqn-SpaceInvadersNoFrameskip-v4,320.58000000000004,522.0,201.42
 1780,inkasaras,inkasaras/dqn-SpaceInvadersNoFrameskip-v4,320.55,707.0,386.45
 1781,LuisCarlosJP,LuisCarlosJP/dqn-SpaceInvadersNoFrameskip-v4,320.39,496.5,176.11
@@ -1797,7 +1797,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1796,Yureeh,Yureeh/dqn-SpaceInvadersNoFrameskip-v4,316.65,512.5,195.85
 1797,RomyMy,RomyMy/dqn-SpaceInvadersNoFrameskip-v4,315.09,657.5,342.41
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-1799,renatoviolin,renatoviolin/dqn-SpaceInvadersNoFrameskip-v4,314.65999999999997,559.5,244.84
+1799,renatoviolin,renatoviolin/dqn-SpaceInvadersNoFrameskip-v4,314.66,559.5,244.84
 1800,rodrigoclira,rodrigoclira/dqn-SpaceInvadersNoFrameskip-v4,314.39,499.5,185.11
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 1802,iamnambiar,iamnambiar/dqn-SpaceInvadersNoFrameskip-v4,314.2,553.0,238.8
@@ -1823,7 +1823,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1822,BoschAI,BoschAI/dqn-SpaceInvadersNoFrameskip-v4,309.31,543.5,234.19
 1823,lightyip,lightyip/dqn-SpaceInvadersNoFrameskip-v4,308.2,454.0,145.8
 1824,felixdae,felixdae/dqn-SpaceInvadersNoFrameskip-v4,308.14,382.0,73.86
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+1825,masterdezign,masterdezign/dqn1-SpaceInvadersNoFrameskip-v4,307.66,450.0,142.34
 1826,c-wang,c-wang/rl-course-unit4-dqn,307.36,452.5,145.14
 1827,arnonl,arnonl/arnonl,306.18,402.0,95.82
 1828,MadFritz,MadFritz/dqn-SpaceInvadersNoFrameskip-v4,305.98,466.5,160.52
@@ -1837,7 +1837,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1836,henrikho,henrikho/dqn-SpaceInvadersNoFrameskip-v4,304.69,505.0,200.31
 1837,coyotespike,coyotespike/dqn-SpaceInvadersNoFrameskip-v4,304.18,469.5,165.32
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+1839,OldCrazyCoder,OldCrazyCoder/dqn-SpaceInvadersNoFrameskip-v4,303.92,450.0,146.08
 1840,Tubido,Tubido/SpaceInvaders_01,303.86,496.5,192.64
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 1842,ssw1591,ssw1591/SpaceInvadersNoFrameskip-v4,303.57,523.5,219.93
@@ -1846,14 +1846,14 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1845,xiazeng,xiazeng/dqn-SpaceInvadersNoFrameskip-v4,303.29,614.0,310.71
 1846,sergey-antonov,sergey-antonov/dqn-SpaceInvadersNoFrameskip-v4,302.5,493.5,191.0
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-1848,EliasNsilva,EliasNsilva/Atari_RL_agent,301.91999999999996,432.0,130.08
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 1850,chh6,chh6/dqn-SpaceInvadersNoFrameskip-v4,301.63,481.0,179.37
 1851,HoaAn2003,HoaAn2003/dqn-SpaceInvadersNoFrameskip-v4,301.63,410.5,108.87
 1852,Sofiane-Alla,Sofiane-Alla/dqn-SpaceInvadersNoFrameskip-v4,301.03,460.5,159.47
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 1854,jmsalvi,jmsalvi/dqn-SpaceInvadersNoFrameskip-v4,300.32,457.5,157.18
-1855,hieule,hieule/dqn-SpaceInvadersNoFrameskip-v4,299.90999999999997,457.0,157.09
+1855,hieule,hieule/dqn-SpaceInvadersNoFrameskip-v4,299.91,457.0,157.09
 1856,css919,css919/dqn-SpaceInvadersNoFrameskip-v4,299.62,651.5,351.88
 1857,ndhieunguyen,ndhieunguyen/ppo-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
 1858,infinitejoy,infinitejoy/ppo-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
@@ -1884,13 +1884,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1883,arunptp,arunptp/dqn-SpaceInvadersNoFrameskip-v4,293.32,461.5,168.18
 1884,nsecord,nsecord/dqn-SpaceInvadersNoFrameskip-v4,293.11,439.0,145.89
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 1887,alyssamarieloo,alyssamarieloo/rlcourse-dqn-SpaceInvadersNoFrameskip-v4,292.34000000000003,502.0,209.66
 1888,RYOBEAR,RYOBEAR/dqn-SpaceInvadersNoFrameskip-v4-01,291.05,482.5,191.45
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+1889,voleg44,voleg44/dqn-SpaceInvadersNoFrameskip-v4,290.91,434.5,143.59
 1890,zhuqi,zhuqi/dqn-SpaceInvadersNoFrameskip-v4-1M,289.43,504.5,215.07
 1891,ericalt,ericalt/dqn-SpaceInvadersNoFrameskip-v4,288.84000000000003,443.5,154.66
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+1892,gokuls,gokuls/dqn-SpaceInvadersNoFrameskip-v4,288.54,493.5,204.96
 1893,sanak,sanak/dqn-SpaceInvadersNoFrameskip-v4,288.14,439.0,150.86
 1894,amal94,amal94/dqn-SpaceInvadersNoFrameskip-v4,287.75,400.0,112.25
 1895,aienthused,aienthused/dqn-SpaceInvadersNoFrameskip-v4,287.6,454.0,166.4
@@ -1906,7 +1906,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1905,asuzuki,asuzuki/dqn-SpaceInvadersNoFrameskip-v4,284.44,392.5,108.06
 1906,felixb85,felixb85/dqn-SpaceInvadersNoFrameskip-v4,284.23,494.0,209.77
 1907,Winmodel,Winmodel/dqn-SpaceInvadersNoFrameskip-v4,284.16,554.0,269.84
-1908,Skie0007,Skie0007/dqn-space_invaders_2,284.03999999999996,539.0,254.96
+1908,Skie0007,Skie0007/dqn-space_invaders_2,284.04,539.0,254.96
 1909,grinya-ne-ustinov,grinya-ne-ustinov/dqn-SpaceInvadersNoFrameskip-v4,283.95,633.5,349.55
 1910,alexdavey,alexdavey/dqn-SpaceInvadersNoFrameskip-v4,283.91,653.5,369.59
 1911,pseudo2010,pseudo2010/dqn-SpaceInvadersNoFrameskip-v4,283.71000000000004,487.5,203.79
@@ -1917,7 +1917,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1916,TRiddle,TRiddle/dqn-SpaceInvadersNoFrameskip-v4,280.76,422.5,141.74
 1917,sipheiroce,sipheiroce/dqn-SpaceInvadersNoFrameskip-v4,280.59000000000003,408.5,127.91
 1918,danlindb,danlindb/dqn-SpaceInvadersNoFrameskip-v4,280.59000000000003,439.5,158.91
-1919,giovannidispoto,giovannidispoto/space-invaders-dqn,280.41999999999996,442.5,162.08
+1919,giovannidispoto,giovannidispoto/space-invaders-dqn,280.42,442.5,162.08
 1920,bkhan2000,bkhan2000/dqn-SpaceInvadersNoFrameskip-v4,280.12,614.0,333.88
 1921,zhila,zhila/dqn-SpaceInvadersNoFrameskip-v4,280.1,423.0,142.9
 1922,Bhanu9Prakash,Bhanu9Prakash/dqn-SpaceInvadersNoFrameskip-v4,279.97,434.0,154.03
@@ -1950,13 +1950,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1949,grissi,grissi/dqn-SpaceInvadersNoFrameskip-v4,269.09000000000003,497.0,227.91
 1950,Yelinz,Yelinz/dqn-SpaceInvadersNoFrameskip-v4,269.01,397.0,127.99
 1951,srandazzo,srandazzo/dqn-SpaceInvadersNoFrameskip-v4,268.53,702.5,433.97
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+1952,thien1892,thien1892/dqn-SpaceInvadersNoFrameskip-v4,268.04,448.0,179.96
 1953,PhysHunter,PhysHunter/dqn-SpaceInvadersNoFrameskip-v4,267.46,387.0,119.54
 1954,PaulineJamin,PaulineJamin/dqn-SpaceInvadersNoFrameskip-v4,267.08000000000004,475.5,208.42
 1955,rzambrano,rzambrano/dqn-SpaceInvadersNoFrameskip-v4,267.07,527.0,259.93
 1956,khaleelsyed,khaleelsyed/dqn-SpaceInvadersNoFrameskip-v4,266.97,499.0,232.03
 1957,AIexanderDicke,AIexanderDicke/deep-rl-course-unit-3,266.14,380.0,113.86
-1958,scronberg,scronberg/dqn-SpaceInvadersNoFrameskip-v4,265.91999999999996,475.0,209.08
+1958,scronberg,scronberg/dqn-SpaceInvadersNoFrameskip-v4,265.92,475.0,209.08
 1959,cytsai,cytsai/dqn-SpaceInvadersNoFrameskip-v4,265.5,421.0,155.5
 1960,kelestemur,kelestemur/dqn-SpaceInvadersNoFrameskip-v4-500K,265.4,390.0,124.6
 1961,sgoodfriend,sgoodfriend/vpg-SpaceInvadersNoFrameskip-v4,265.33,285.83,20.5
@@ -1977,10 +1977,10 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1976,aphi,aphi/dqn-SpaceInvadersNoFrameskip-v4_1,258.76,330.5,71.74
 1977,HamZurger,HamZurger/DQN_SpaceInvadersNoFrameskip,258.68,365.0,106.32
 1978,akgeni,akgeni/SpaceInvadersNoFrameskip_1M,258.44,374.0,115.56
-1979,sadra-barikbin,sadra-barikbin/dqn-SpaceInvadersNoFrameskip-v4,258.28999999999996,451.0,192.71
-1980,AkkyMa,AkkyMa/SpaceInvaders,258.16999999999996,462.0,203.83
+1979,sadra-barikbin,sadra-barikbin/dqn-SpaceInvadersNoFrameskip-v4,258.29,451.0,192.71
+1980,AkkyMa,AkkyMa/SpaceInvaders,258.17,462.0,203.83
 1981,tomasito12,tomasito12/dqn-SpaceInvadersNoFrameskip-v4,257.96000000000004,434.0,176.04
-1982,yeounyi,yeounyi/dqn-SpaceInvadersNoFrameskip-v4,257.40999999999997,374.0,116.59
+1982,yeounyi,yeounyi/dqn-SpaceInvadersNoFrameskip-v4,257.41,374.0,116.59
 1983,AmedeoBiolatti,AmedeoBiolatti/dqn-SpaceInvadersNoFrameskip-v4,256.84000000000003,456.5,199.66
 1984,Anant58,Anant58/dqn-SpaceInvadersNoFrameskip-v4,256.57,345.0,88.43
 1985,yashgharat,yashgharat/dqn-SpaceInvadersNoFrameskip-v4,256.05,472.5,216.45
@@ -1998,16 +1998,16 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1997,shoaibazam,shoaibazam/dqn-SpaceInvadersNoFrameskip-v4,252.68,466.0,213.32
 1998,sagarsdesai,sagarsdesai/dqn-SpaceInvadersNoFrameskip-v4,252.56,394.5,141.94
 1999,mrm8488,mrm8488/dqn-SpaceInvadersNoFrameskip-v4-3,251.18,349.0,97.82
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+2000,mmg10,mmg10/dqn-SpaceInvadersNoFrameskip-v4,251.08,352.5,101.42
 2001,gaarsmu,gaarsmu/atari_invaders_1M,250.29,390.0,139.71
 2002,Art-phys,Art-phys/dqn-SpaceInvadersNoFrameskip-v4,250.2,601.0,350.8
-2003,Lew,Lew/dqn-SpaceInvadersNoFrameskip-v4,249.95999999999998,328.0,78.04
+2003,Lew,Lew/dqn-SpaceInvadersNoFrameskip-v4,249.96,328.0,78.04
 2004,mahmoud-mohey,mahmoud-mohey/dqn-SpaceInvadersNoFrameskip-v4-t2,248.43,375.0,126.57
 2005,ayman2002rahman,ayman2002rahman/dqn-SpaceInvadersNoFrameskip-v4,248.22000000000003,859.5,611.28
 2006,salim4n,salim4n/dqn-SpaceInvadersNoFrameskip-v4,248.01,385.0,136.99
 2007,hmatzner,hmatzner/dqn-SpaceInvadersNoFrameskip-v4v2,247.4,447.0,199.6
 2008,joncam14,joncam14/dqn-SpaceInvadersNoFrameskip-v4,246.75,357.0,110.25
-2009,SaudxInu,SaudxInu/dqn-SpaceInvadersNoFrameskip-v4,246.73000000000002,607.5,360.77
+2009,SaudxInu,SaudxInu/dqn-SpaceInvadersNoFrameskip-v4,246.73,607.5,360.77
 2010,jakubgajski,jakubgajski/dqn-SpaceInvadersNoFrameskip-v4,246.05,412.0,165.95
 2011,mehrzad-shahin,mehrzad-shahin/dqn-SpaceInvadersNoFrameskip-v4,245.11,413.0,167.89
 2012,PanoEvJ,PanoEvJ/SpaceInvadersNoFrameskip,244.01,423.0,178.99
@@ -2058,9 +2058,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 2057,iubeda,iubeda/dqn-SpaceInvadersNoFrameskip-v4,234.24,491.5,257.26
 2058,jamesthong,jamesthong/dqn-SpaceInvadersNoFrameskip-v4,234.05,383.5,149.45
 2059,sunil18p31a0101,sunil18p31a0101/dqn-SpaceInvadersNoFrameskip-v4,233.97,402.5,168.53
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+2060,OlgaVityuk,OlgaVityuk/DeepQLearning_Atari,233.23,712.0,478.77
 2061,Malaika,Malaika/dqn-SpaceInvadersNoFrameskip-v4,233.19,336.0,102.81
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 2063,thisiswooyeol,thisiswooyeol/dqn-SpaceInvadersNoFrameskip-v4,232.38,321.0,88.62
 2064,strianta,strianta/dqn-SpaceInvadersNoFrameskip-v4,231.67,393.0,161.33
 2065,StefanoCaloni,StefanoCaloni/dqn-SpaceInvaders,230.74,299.0,68.26
@@ -2069,7 +2069,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 2068,quartz14,quartz14/dqn_atari,228.83,461.0,232.17
 2069,cthiriet,cthiriet/dqn-SpaceInvadersNoFrameskip-v4,228.1,323.5,95.4
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 2072,zhundred,zhundred/SpaceInvadersNoFrameskip-v4,227.72,415.0,187.28
 2073,IlluminatiPudding,IlluminatiPudding/dqn-SpaceInvadersNoFrameskip-v4,227.5,388.0,160.5
 2074,Addwater,Addwater/rl-course-dqn-SpaceInvadersNoFrameskip-v4,226.45,476.0,249.55
@@ -2089,355 +2089,354 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 2088,Dojoo,Dojoo/dqn-SpaceInvadersNoFrameskip-v4,222.4,265.0,42.6
 2089,EladAssia,EladAssia/dqn-SpaceInvadersNoFrameskip-v4,220.72,469.0,248.28
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