Update dataset

SpaceInvadersNoFrameskip-v4.csv

@@ -24,8 +24,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 23,mcaoun,mcaoun/dqn-spaceinvaders,878.97,1603.0,724.03
 24,iblub,iblub/dqn-SpaceInvadersNoFrameskip-v4,876.24,1415.0,538.76
 25,czl,czl/SpaceInvadersNoFrameskip-v4,870.55,1164.0,293.45
-26,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4,841.2,1092.0,250.8
-27,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4-2,841.2,1092.0,250.8
+26,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4-2,841.2,1092.0,250.8
+27,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4,841.2,1092.0,250.8
 28,sgoodfriend,sgoodfriend/a2c-SpaceInvadersNoFrameskip-v4,838.78,1084.06,245.28
 29,Corianas,Corianas/qrdqn-3Frame-SpaceInvadersNoFrameskip_1,810.41,1582.0,771.59
 30,bitcloud2,bitcloud2/dqn-SpaceInvadersNoFrameskip-v4,802.9,1295.0,492.1
@@ -111,8 +111,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 110,McCheng,McCheng/dqn-SpaceInvadersNoFrameskip-v4,568.12,950.5,382.38
 111,Ellipsoul,Ellipsoul/dqn-SpaceInvadersNoFrameskip-v4,563.77,786.0,222.23
 112,chqmatteo,chqmatteo/dqn-SpaceInvadersNoFrameskip-v4,563.08,662.0,98.92
-113,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4_v2,562.26,705.0,142.74
-114,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4,562.26,705.0,142.74
+113,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4,562.26,705.0,142.74
+114,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4_v2,562.26,705.0,142.74
 115,julien-rsbrg,julien-rsbrg/dqn-SpaceInvadersNoFrameskip-v4,562.0699999999999,695.5,133.43
 116,andrei-saceleanu,andrei-saceleanu/dqn-SpaceInvadersNoFrameskip-v4_2,560.6,846.5,285.9
 117,zorgluf,zorgluf/dqn-SpaceInvadersNoFrameskip-v4,560.3,689.0,128.7
@@ -172,8 +172,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 171,0xkrm,0xkrm/dqn-SpaceInvadersNoFrameskip-v4,538.0,814.5,276.5
 172,linksaiyajin,linksaiyajin/dqn-SpaceInvadersNoFrameskip-v4,536.69,667.0,130.31
 173,jaybeeja,jaybeeja/dqn-SpaceInvadersNoFrameskip-v4,536.67,666.5,129.83
-174,samyukthacodes,samyukthacodes/dqn-SpaceInvadersNoFrameskip-v4,536.66,596.5,59.84
-175,jakka,jakka/dqn-SpaceInvadersNoFrameskip-v4_1,536.66,769.0,232.34
+174,jakka,jakka/dqn-SpaceInvadersNoFrameskip-v4_1,536.66,769.0,232.34
+175,samyukthacodes,samyukthacodes/dqn-SpaceInvadersNoFrameskip-v4,536.66,596.5,59.84
 176,MarcusAGray,MarcusAGray/dqn-SpaceInvadersNoFrameskip-v4,536.53,669.5,132.97
 177,c72599,c72599/dqn-SpaceInvadersNoFrameskip-v4,536.3,747.0,210.7
 178,duytintruong,duytintruong/dqn-SpaceInvadersNoFrameskip-v4,536.21,692.5,156.29
@@ -211,9 +211,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 210,leahsuperb,leahsuperb/dqn-SpaceInvadersNoFrameskip-v4,528.12,909.0,380.88
 211,thomas2112,thomas2112/dqn-SpaceInvadersNoFrameskip-v4,527.99,622.5,94.51
 212,adzcai,adzcai/dqn-SpaceInvadersNoFrameskip-v4,527.96,736.0,208.04
-213,ThomasSimonini,ThomasSimonini/TEST_v-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
+213,ThomasSimonini,ThomasSimonini/TEST_v2_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
 214,ThomasSimonini,ThomasSimonini/TEST_v2-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
-215,ThomasSimonini,ThomasSimonini/TEST_v2_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
+215,ThomasSimonini,ThomasSimonini/TEST_v-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
 216,RegisGraptin,RegisGraptin/dqn-SpaceInvadersNoFrameskip-v4,527.71,692.0,164.29
 217,marii,marii/dqn-SpaceInvadersNoFrameskip-v4,527.4300000000001,658.5,131.07
 218,IngoTB303,IngoTB303/dqn-SpaceInvadersNoFrameskip-v4,527.4200000000001,792.5,265.08
@@ -247,13 +247,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 246,virusapex,virusapex/ppo-SpaceInvadersNoFrameskip-v4-best,520.54,826.5,305.96
 247,Neronuser,Neronuser/dqn-SpaceInvadersNoFrameskip-no-r,520.49,821.0,300.51
 248,Roberto,Roberto/dqn-SpaceInvadersNoFrameskip-v4,520.06,775.0,254.94
-249,ThomasSimonini,ThomasSimonini/FINALTEST_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
-250,ThomasSimonini,ThomasSimonini/FINALTEST_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
-251,ThomasSimonini,ThomasSimonini/TEST_v2_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
+249,ThomasSimonini,ThomasSimonini/FINALTEST_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
+250,ThomasSimonini,ThomasSimonini/TEST_v2_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
+251,ThomasSimonini,ThomasSimonini/FINALTEST_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
 252,adanilenka,adanilenka/dqn-SpaceInvadersNoFrameskip-v4,519.6800000000001,600.5,80.82
 253,BerserkerMother,BerserkerMother/dqn-SpaceInvadersNoFrameskip-v4,519.27,837.0,317.73
-254,daripaez,daripaez/dqn-SpaceInvadersNoFrameskip-v4_2,519.22,887.5,368.28
-255,aidenlee,aidenlee/dqn-SpaceInvadersNoFrameskip-v4,519.22,645.5,126.28
+254,aidenlee,aidenlee/dqn-SpaceInvadersNoFrameskip-v4,519.22,645.5,126.28
+255,daripaez,daripaez/dqn-SpaceInvadersNoFrameskip-v4_2,519.22,887.5,368.28
 256,emmashe15,emmashe15/dqn-SpaceInvadersNoFrameskip-v4,519.21,663.5,144.29
 257,Terps,Terps/dqn-SpaceInvadersNoFrameskip-v4,518.66,767.0,248.34
 258,Campqt,Campqt/dqn-SpaceInvadersNoFrameskip-v4,518.27,658.5,140.23
@@ -288,8 +288,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 287,shreyansjain,shreyansjain/dqn-SpaceInvadersNoFrameskip-v4,513.1,589.5,76.4
 288,jackson-lucas,jackson-lucas/dqn-SpaceInvadersNoFrameskip-v4,513.09,671.0,157.91
 289,wpbsball12,wpbsball12/dqn-SpaceInvadersNoFrameskip-v4,512.98,642.5,129.52
-290,bochen0909,bochen0909/dqn-SpaceInvadersNoFrameskip-v4,512.8,671.5,158.7
-291,XGBooster,XGBooster/dqn-SpaceInvadersNoFrameskip-v4,512.8,744.0,231.2
+290,XGBooster,XGBooster/dqn-SpaceInvadersNoFrameskip-v4,512.8,744.0,231.2
+291,bochen0909,bochen0909/dqn-SpaceInvadersNoFrameskip-v4,512.8,671.5,158.7
 292,Sirianth,Sirianth/dqn-SpaceInvadersNoFrameskip-v4,512.34,592.0,79.66
 293,magnustragardh,magnustragardh/dqn-SpaceInvadersNoFrameskip-v4,512.29,861.0,348.71
 294,mort1k,mort1k/dqn-SpaceInvadersNoFrameskip-v4,512.27,762.5,250.23
@@ -338,8 +338,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 337,tranvancuong2597,tranvancuong2597/dqn-SpaceInvadersNoFrameskip-v4,505.48,786.5,281.02
 338,JulianZas,JulianZas/dqn-SpaceInvadersNoFrameskip-v4,505.43,601.5,96.07
 339,r4f705,r4f705/dqn-SpaceInvadersNoFrameskip-v4,504.88,640.5,135.62
-340,mpekey,mpekey/dqn-SpaceInvadersNoFrameskip-v4,503.68,602.0,98.32
-341,huijian222,huijian222/dqn-SpaceInvadersNoFrameskip-v4,503.68,697.0,193.32
+340,huijian222,huijian222/dqn-SpaceInvadersNoFrameskip-v4,503.68,697.0,193.32
+341,mpekey,mpekey/dqn-SpaceInvadersNoFrameskip-v4,503.68,602.0,98.32
 342,FabienDaniel,FabienDaniel/space_invader,503.48,622.0,118.52
 343,shubhxms,shubhxms/dqn-SpaceInvadersNoFrameskip-v4,503.39,619.5,116.11
 344,SakataHalmi,SakataHalmi/dqn-SpaceInvadersNoFrameskip-v4,503.38,807.5,304.12
@@ -362,8 +362,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 361,myu233,myu233/dqn-SpaceInvadersNoFrameskip-v4,499.25,590.0,90.75
 362,harisumant,harisumant/dqn-SpaceInvadersNoFrameskip-v4,498.95,600.5,101.55
 363,PraveenKishore,PraveenKishore/dqn-SpaceInvadersNoFrameskip-v4,498.81,626.5,127.69
-364,FreelancerFel,FreelancerFel/dqn-SpaceInvadersNoFrameskip-v4,498.53,692.5,193.97
-365,FreelancerFel,FreelancerFel/dqn_SpaceInvader,498.53,692.5,193.97
+364,FreelancerFel,FreelancerFel/dqn_SpaceInvader,498.53,692.5,193.97
+365,FreelancerFel,FreelancerFel/dqn-SpaceInvadersNoFrameskip-v4,498.53,692.5,193.97
 366,epsil,epsil/dqn-SpaceInvadersNoFrameskip-v4,498.37,637.5,139.13
 367,ifti98,ifti98/dqn-SpaceInvadersNoFrameskip,498.15999999999997,592.0,93.84
 368,andyleow,andyleow/dqn-SpaceInvadersNoFrameskip-v4,497.62,637.5,139.88
@@ -531,8 +531,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 530,stevaras2,stevaras2/dqn-SpaceInvadersNoFrameskip-v4,474.73,569.5,94.77
 531,xian79,xian79/dqn-SpaceInvadersNoFrameskip-v4,474.68,526.5,51.82
 532,rebolforces,rebolforces/dqn-SpaceInvadersNoFrameskip-v4,474.47,739.5,265.03
-533,DrSylvainPronovost,DrSylvainPronovost/dqn-SpaceInvadersNoFrameskip-v4,474.44,649.5,175.06
-534,splusminusx,splusminusx/dqn-SpaceInvadersNoFrameskip-v4,474.44,560.0,85.56
+533,splusminusx,splusminusx/dqn-SpaceInvadersNoFrameskip-v4,474.44,560.0,85.56
+534,DrSylvainPronovost,DrSylvainPronovost/dqn-SpaceInvadersNoFrameskip-v4,474.44,649.5,175.06
 535,BachNgoH,BachNgoH/dqn-SpaceInvadersNoFrameskip-v4,474.09000000000003,700.5,226.41
 536,RamonAnkersmit,RamonAnkersmit/dqn-SpaceInvadersNoFrameskip-v4,473.79,591.5,117.71
 537,temporary0-0name,temporary0-0name/dqn-SpaceInvadersNoFrameskip-v4,473.59,741.0,267.41
@@ -571,8 +571,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 570,kenlui,kenlui/dqn-SpaceInvadersNoFrameskip-v4,468.84,828.5,359.66
 571,giocs2017,giocs2017/dqn-SpaceInvadersNoFrameskip-v4-gio,468.75,595.0,126.25
 572,Emperor-WS,Emperor-WS/dqn-SpaceInvadersNoFrameskip-v4,468.63,587.0,118.37
-573,jariasn,jariasn/dqn-SpaceInvadersNoFrameskip-v4,468.63,587.0,118.37
-574,wooii,wooii/DQN-SpaceInvadersNoFrameskip-v4,468.63,587.0,118.37
+573,wooii,wooii/DQN-SpaceInvadersNoFrameskip-v4,468.63,587.0,118.37
+574,jariasn,jariasn/dqn-SpaceInvadersNoFrameskip-v4,468.63,587.0,118.37
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 577,CanadaKasper,CanadaKasper/dqn-SpaceInvadersNoFrameskip-v4,468.26,655.5,187.24
@@ -607,8 +607,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 606,Gueze,Gueze/dqn-SpaceInvadersNoFrameskip-v4,464.19,568.5,104.31
 607,undrwolf,undrwolf/dqn-SpaceInvadersNoFrameskip-v4,464.08000000000004,597.5,133.42
 608,Mihail-P,Mihail-P/dqn-SpaceInvadersNoFrameskip-v4_2,463.37,684.0,220.63
-609,sleepynlp,sleepynlp/dqn-SpaceInvadersNoFrameskip-v4-leo,463.34000000000003,604.5,141.16
-610,sleepynlp,sleepynlp/dqn-SpaceInvadersNoFrameskip-v4,463.34000000000003,604.5,141.16
+609,sleepynlp,sleepynlp/dqn-SpaceInvadersNoFrameskip-v4,463.34000000000003,604.5,141.16
+610,sleepynlp,sleepynlp/dqn-SpaceInvadersNoFrameskip-v4-leo,463.34000000000003,604.5,141.16
 611,zhuqi,zhuqi/dqn-SpaceInvadersNoFrameskip-v4-10M,463.34,797.0,333.66
 612,douglch,douglch/dqn-SpaceInvadersNoFrameskip-v4,463.33000000000004,662.0,198.67
 613,rodri2023,rodri2023/dqn-SpaceInvadersNoFrameskip-v4,463.16999999999996,690.0,226.83
@@ -637,8 +637,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 636,Oslaw,Oslaw/dqn-SpaceInvadersNoFrameskip-v4,460.02,632.0,171.98
 637,james0248,james0248/SpaceInvadersNoFrameskip-v4,460.02,729.0,268.98
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-639,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4_3,459.97,661.5,201.53
-640,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4,459.97,661.5,201.53
+639,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4,459.97,661.5,201.53
+640,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4_3,459.97,661.5,201.53
 641,giniwini,giniwini/dqn-SpaceInvadersNoFrameskip-v4,459.90999999999997,675.0,215.09
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 643,mchen-hf-2023,mchen-hf-2023/dqn-SpaceInvadersNoFrameskip-v4,459.65999999999997,683.5,223.84
@@ -667,8 +667,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 666,kstiers,kstiers/dqn-SpaceInvaders,456.53999999999996,698.0,241.46
 667,GoldenShotgun,GoldenShotgun/dqn-SpaceInvadersNoFrameskip,456.53,574.0,117.47
 668,gnieto,gnieto/DRL_unit3,456.48,614.0,157.52
-669,GauthamB,GauthamB/dqn-SpaceInvadersNoFrameskip-v4,456.47,606.5,150.03
-670,rr3khan,rr3khan/SpaceInvadersNoFrameskip-v4,456.47,574.0,117.53
+669,rr3khan,rr3khan/SpaceInvadersNoFrameskip-v4,456.47,574.0,117.53
+670,GauthamB,GauthamB/dqn-SpaceInvadersNoFrameskip-v4,456.47,606.5,150.03
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 673,AliSab,AliSab/dqn-SpaceInvadersNoFrameskip-v4,456.40999999999997,636.0,179.59
@@ -682,12 +682,12 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 681,chradden,chradden/dqn-SpaceInvadersNoFrameskip-v4,454.1,589.5,135.4
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-684,WilliamADSP,WilliamADSP/dqn-SpaceInvadersNoFrameskip-v4-v3,454.0,662.5,208.5
-685,stevbach,stevbach/dqn-SpaceInvadersNoFrameskip-v4,454.0,526.0,72.0
+684,stevbach,stevbach/dqn-SpaceInvadersNoFrameskip-v4,454.0,526.0,72.0
+685,WilliamADSP,WilliamADSP/dqn-SpaceInvadersNoFrameskip-v4-v3,454.0,662.5,208.5
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-687,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4,453.77,818.5,364.73
-688,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.1,453.77,818.5,364.73
-689,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.2,453.77,818.5,364.73
+687,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.2,453.77,818.5,364.73
+688,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4,453.77,818.5,364.73
+689,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.1,453.77,818.5,364.73
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 691,idealflaw,idealflaw/dqn-SpaceInvadersNoFrameskip-v4,453.44,639.0,185.56
 692,BanUrsus,BanUrsus/dqn-SpaceInvadersNoFrameskip-v4,453.26,599.5,146.24
@@ -704,8 +704,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 703,AbduBot,AbduBot/dqn-SpaceInvadersNoFrameskip-v4,451.46000000000004,653.5,202.04
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 705,WIS,WIS/dqn-SpaceInvadersNoFrameskip-v4,451.24,678.5,227.26
-706,bwarshaw,bwarshaw/dqn-SpaceInvadersNoFrameskip-v4,451.1,577.5,126.4
-707,KoRiF,KoRiF/dqn-SpaceInvadersNoFrameskip-v4,451.1,581.0,129.9
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+707,bwarshaw,bwarshaw/dqn-SpaceInvadersNoFrameskip-v4,451.1,577.5,126.4
 708,NathanS-HuggingFace,NathanS-HuggingFace/SpaceInvadersNoFrameskip,450.87,694.5,243.63
 709,skyline22,skyline22/RL,450.73,607.0,156.27
 710,97jmlr,97jmlr/dqn-SapaceInv,450.68,649.0,198.32
@@ -744,8 +744,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 743,DavidCollier,DavidCollier/dqn-SpaceInvadersNoFrameskip-v4,446.2,634.5,188.3
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-747,Hourai,Hourai/dqn-SpaceInvadersNoFrameskip-v4,445.9,708.5,262.6
+746,Hourai,Hourai/dqn-SpaceInvadersNoFrameskip-v4,445.9,708.5,262.6
+747,phatpt,phatpt/dqn-SpaceInvadersNoFrameskip-v4,445.9,670.5,224.6
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 750,bguan,bguan/dqn-SpaceInvadersNoFrameskip-v4,445.37,674.5,229.13
@@ -754,8 +754,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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-757,KPrashanth,KPrashanth/dqn-SpaceInvadersNoFrameskip-v4,444.9,761.0,316.1
+756,KPrashanth,KPrashanth/dqn-SpaceInvadersNoFrameskip-v4,444.9,761.0,316.1
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 760,Amirhnrn,Amirhnrn/dqn-SpaceInvadersNoFrameskip-v4,444.33000000000004,656.0,211.67
@@ -786,8 +786,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 785,rossHuggingMay,rossHuggingMay/dqn-SpaceInvadersNoFrameskip-v4,441.43,621.0,179.57
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+788,AmineEA,AmineEA/dqn-SpaceInvadersNoFrameskip-v4,440.77,870.0,429.23
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 791,ankandrew,ankandrew/3-Frames-DQN-SpaceInvadersNoFrameskip-v4,440.69,540.5,99.81
 792,BaleChen,BaleChen/dqn-SpaceInvadersNoFrameskip-v4-test,440.67,545.0,104.33
@@ -817,8 +817,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 816,Galeros,Galeros/dqn-SpaceInvadersNoFrameskip-v4,437.85,525.0,87.15
 817,FlavienDeseure,FlavienDeseure/dqn-SpaceInvadersNoFrameskip-v4,437.73,634.5,196.77
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 821,rdesarz,rdesarz/dqn-atari,437.13,607.0,169.87
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 823,aga3134,aga3134/dqn-SpaceInvadersNoFrameskip-v4,436.78,532.0,95.22
@@ -995,13 +995,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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 1001,nachshonc,nachshonc/RLunit3,414.28,625.5,211.22
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-1003,matheusgeda,matheusgeda/dqn-SpaceInvadersNoFrameskip-v4001,414.26,584.5,170.24
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 1006,taoist,taoist/dqn-SpaceInvadersNoFrameskip-v4,414.12,567.5,153.38
@@ -1096,8 +1096,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1095,Naruke,Naruke/dqn-SpaceInvadersNoFrameskip-v4,401.49,561.0,159.51
 1096,glitchyordis,glitchyordis/dqn-SpaceInvadersNoFrameskip-v4,401.23,691.0,289.77
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-1099,jcramirezpr,jcramirezpr/dqn-SpaceInvadersNoFrameskip-v4,400.9,549.0,148.1
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 1100,GrumpyPants,GrumpyPants/dqn-SpaceInvadersNoFrameskip-v4,400.89,575.0,174.11
 1101,GGunjan,GGunjan/dqn-SpaceInvadersNoFrameskip-v4,400.65,634.5,233.85
 1102,AbdelKarim95,AbdelKarim95/dqn-SpaceInvadersNoFrameskip-v4,399.95,521.5,121.55
@@ -1172,8 +1172,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1171,hwang99,hwang99/dqn-SpaceInvadersNoFrameskip-v4,389.55,544.0,154.45
 1172,DJDonovan,DJDonovan/dqn-SpaceInvadersNoFrameskip-v4,389.47,496.0,106.53
 1173,parinzee,parinzee/ppo_lstm-SpaceInvadersNoFrameskip-v4,389.44,464.0,74.56
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-1175,mdround,mdround/dqn-SpaceInvadersNoFrameskip-v4-1e6ts,389.3,525.0,135.7
+1174,mdround,mdround/dqn-SpaceInvadersNoFrameskip-v4-1e6ts,389.3,525.0,135.7
+1175,mdround,mdround/dqn-SpaceInvadersNoFrameskip-v4,389.3,525.0,135.7
 1176,YoavWigelman,YoavWigelman/dqn-SpaceInvadersNoFrameskip-v4,389.19,661.5,272.31
 1177,aronmal,aronmal/dqn-SpaceInvaders-v4,389.16999999999996,551.0,161.83
 1178,skyfox,skyfox/dqn-SpaceInvadersNoFrameskip-v4,388.84,767.0,378.16
@@ -1187,8 +1187,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1186,LuniLand,LuniLand/dqn-SpaceInvadersNoFrameskip-v4,388.06,669.0,280.94
 1187,Felix555,Felix555/dqn-SpaceInvadersNoFrameskip-v4,387.75,580.5,192.75
 1188,MattStammers,MattStammers/SpaceInvadersNoFrameskip-v4-take2,387.5,525.0,137.5
-1189,EmirhanExecute,EmirhanExecute/dqn-SpaceInvadersNoFrameskip,387.28,565.5,178.22
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 1193,erosendo,erosendo/dqn-SpaceInvaders,387.17,493.5,106.33
@@ -1280,8 +1280,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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 1280,Hrushi,Hrushi/SpaceInvadersNoFrameskip-v4,373.72,636.0,262.28
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 1286,xaeroq,xaeroq/dqn-SpaceInvadersNoFrameskip-v4,372.77,562.5,189.73
@@ -1320,12 +1320,12 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1319,chenoi,chenoi/deepRL3,367.21,681.5,314.29
 1320,Ditrip,Ditrip/dqn-SpaceInvadersNoFrameskip-v4,366.63,515.5,148.87
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 1330,georgao,georgao/dqn-SpaceInvadersNoFrameskip-v4,365.41999999999996,532.5,167.08
@@ -1340,8 +1340,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1339,Eldund,Eldund/dqn-SpaceInvadersNoFrameskip-v4,363.7,624.5,260.8
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 1346,jcastanyo,jcastanyo/dqn-SpaceInvadersNoFrameskip-v4,362.91,644.0,281.09
@@ -1379,8 +1379,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1378,UtopiansRareTruth,UtopiansRareTruth/dqn-SpaceInvadersNoFrameskip-v4,357.55,557.5,199.95
 1379,aratshimyanga,aratshimyanga/dqn-SpaceInvadersNoFrameskip-v4,357.39,624.0,266.61
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 1385,srinivasvl81,srinivasvl81/dqn-SpaceInvaders,356.28,635.0,278.72
@@ -1437,8 +1437,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1436,lucasbertola,lucasbertola/dqn-SpaceInvadersNoFrameskip-v4,346.36,590.5,244.14
 1437,ggiux,ggiux/dqn-SpaceInvadersNoFrameskip-v4,346.08000000000004,483.5,137.42
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 1441,Bingsu,Bingsu/dqn-SpaceInvadersNoFrameskip-v4,345.66999999999996,571.0,225.33
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 1443,Tstarshak,Tstarshak/dqn-SpaceInvadersNoFrameskip-v4,345.43,655.5,310.07
@@ -1583,9 +1583,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1582,coyotespike,coyotespike/dqn-SpaceInvadersNoFrameskip-v4,304.18,469.5,165.32
 1583,OldCrazyCoder,OldCrazyCoder/dqn-SpaceInvadersNoFrameskip-v4,303.91999999999996,450.0,146.08
 1584,Tubido,Tubido/SpaceInvaders_01,303.86,496.5,192.64
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 1589,xiazeng,xiazeng/dqn-SpaceInvadersNoFrameskip-v4,303.29,614.0,310.71
 1590,sergey-antonov,sergey-antonov/dqn-SpaceInvadersNoFrameskip-v4,302.5,493.5,191.0
@@ -1599,8 +1599,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1598,jmsalvi,jmsalvi/dqn-SpaceInvadersNoFrameskip-v4,300.32,457.5,157.18
 1599,hieule,hieule/dqn-SpaceInvadersNoFrameskip-v4,299.90999999999997,457.0,157.09
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 1605,Abhinay0926,Abhinay0926/DQN_spaceinvadors,298.39,706.0,407.61
@@ -1732,30 +1732,30 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1731,jakubgajski,jakubgajski/dqn-SpaceInvadersNoFrameskip-v4,246.05,412.0,165.95
 1732,mehrzad-shahin,mehrzad-shahin/dqn-SpaceInvadersNoFrameskip-v4,245.11,413.0,167.89
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 1760,dyingc,dyingc/dqn-SpaceInvadersNoFrameskip-v4,240.62,350.0,109.38
@@ -1807,29 +1807,29 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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 1807,timondesch,timondesch/dqn-SpaceInvadersNoFrameskip-v4-v1,218.99,376.5,157.51
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-1813,sashnevskiy,sashnevskiy/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1814,hannahh7,hannahh7/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
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-1817,AndrewL088,AndrewL088/SpaceInvadersNoFrameskip-v4_0722,218.19,257.0,38.81
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-1819,c-g,c-g/SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1820,bwilkie,bwilkie/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1821,moisesrobles04,moisesrobles04/SpaceInvader-v4,218.19,257.0,38.81
-1822,Maxph2211,Maxph2211/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
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+1819,moisesrobles04,moisesrobles04/SpaceInvader-v4,218.19,257.0,38.81
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+1825,Bodolaz,Bodolaz/Unit-3-final,218.19,257.0,38.81
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+1827,sashnevskiy,sashnevskiy/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
 1828,casals90,casals90/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1829,BryanBradfo,BryanBradfo/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1830,ravkumar,ravkumar/dqn-SpaceInvadersNoFramSkip,217.68,407.0,189.32
-1831,ravkumar,ravkumar/dqn-SpaceInvadersNoFrameSkip-v4,217.68,407.0,189.32
+1829,veluchs,veluchs/dqn-SpaceInvadersNoFrameskip-v4-newest,218.19,257.0,38.81
+1830,ravkumar,ravkumar/dqn-SpaceInvadersNoFrameSkip-v4,217.68,407.0,189.32
+1831,ravkumar,ravkumar/dqn-SpaceInvadersNoFramSkip,217.68,407.0,189.32
 1832,hug-face-lampros,hug-face-lampros/dqn-SpaceInvadersNoFrameskip-v4,217.42,421.0,203.58
 1833,jaygdesai,jaygdesai/jay_dqn-SpaceInvadersNoFrameskip-v4,217.28,271.5,54.22
 1834,PhuocBui,PhuocBui/dqn-SpaceInvadersNoFrameskip-v4,217.19,402.0,184.81
@@ -1863,17 +1863,17 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1862,zslrmhb,zslrmhb/SpacesInvadersNoFrameskip-v4,197.9,347.5,149.6
 1863,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-300000-timesteps,195.47,261.0,65.53
 1864,benedikt-schaber,benedikt-schaber/dqn-SpaceInvadersNoFrameskip-v4,193.21,347.5,154.29
-1865,CyberKing,CyberKing/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
-1866,gballardin,gballardin/space-invaders,192.42000000000002,275.5,83.08
-1867,Allrandom,Allrandom/dqn-SpaceInvadersNoFrameskip-v4-short,192.42000000000002,275.5,83.08
-1868,sartajbhuvaji,sartajbhuvaji/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
-1869,TerryYH,TerryYH/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
+1865,sartajbhuvaji,sartajbhuvaji/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
+1866,Allrandom,Allrandom/dqn-SpaceInvadersNoFrameskip-v4-short,192.42000000000002,275.5,83.08
+1867,gballardin,gballardin/space-invaders,192.42000000000002,275.5,83.08
+1868,TerryYH,TerryYH/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
+1869,CyberKing,CyberKing/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
 1870,dirkvg,dirkvg/dqn-SpaceInvadersNoFrameskip-v4,192.32,473.5,281.18
 1871,Ambiwlans,Ambiwlans/PPO-1m-SpaceInvadersNoFrameskip-v4,190.70999999999998,273.0,82.29
-1872,cagarraz,cagarraz/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-1873,Broonion,Broonion/RLcourse-unit3-dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-1874,JJJJerry,JJJJerry/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-1875,jcinque,jcinque/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
+1872,jcinque,jcinque/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
+1873,cagarraz,cagarraz/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
+1874,Broonion,Broonion/RLcourse-unit3-dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
+1875,JJJJerry,JJJJerry/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
 1876,mlewand,mlewand/DQN_atari_1,190.3,437.0,246.7
 1877,surprisal-optimizer,surprisal-optimizer/dqn-SpaceInvadersNoFrameskip-v4,190.21,364.0,173.79
 1878,istinetz,istinetz/spaceinvadersdqn,189.78,309.5,119.72
@@ -1891,8 +1891,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1890,joserodr68,joserodr68/dqn-SpaceInvadersNoFrameskip-v4,177.26,380.5,203.24
 1891,veluchs,veluchs/dqn-SpaceInvadersNoFrameskip-v4-4,177.14,264.5,87.36
 1892,amirschur,amirschur/dqn-SpaceInvadersNoFrameskip-v4,176.59,305.5,128.91
-1893,hpoddar,hpoddar/dqn-SpaceInvadersNoFrameskip-v4-v2,176.51,370.0,193.49
-1894,hpoddar,hpoddar/dqn-SpaceInvadersNoFrameskip-v4,176.51,370.0,193.49
+1893,hpoddar,hpoddar/dqn-SpaceInvadersNoFrameskip-v4,176.51,370.0,193.49
+1894,hpoddar,hpoddar/dqn-SpaceInvadersNoFrameskip-v4-v2,176.51,370.0,193.49
 1895,vjkrish,vjkrish/spaceInvadersNoFramesSkip,176.18,232.0,55.82
 1896,alefarasin,alefarasin/dqn-SpaceInvadersNoFrameskip-v4,175.41,209.5,34.09
 1897,S3S3,S3S3/dqn-SpaceInvadersNoFrameskip-v4,175.29,361.5,186.21
@@ -1900,43 +1900,43 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1899,andreydung,andreydung/dqn-SpaceInvadersNoFrameskip,173.08,309.0,135.92
 1900,Bjqrn,Bjqrn/dqn-SpaceInvadersNoFrameskip-v4_1,172.99,265.0,92.01
 1901,Erwanlbv,Erwanlbv/cnn-ppo-SpaceInvadersNoFrameskip-v4,172.31,318.5,146.19
-1902,J4m35M4xw3ll,J4m35M4xw3ll/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1903,tmpusr,tmpusr/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1904,ThomasSimonini,ThomasSimonini/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1905,salohiddin94,salohiddin94/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1906,dfalvearg,dfalvearg/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1907,ChairWorm,ChairWorm/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1908,znacer,znacer/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1909,ThomasSimonini,ThomasSimonini/dqn-SpaceInvadersNoFrameskip-v4TestNewIntegrationNew,171.03,329.0,157.97
-1910,imamnurby,imamnurby/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1911,ak2704,ak2704/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1912,dodo1729,dodo1729/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
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+1907,ThomasSimonini,ThomasSimonini/dqn-SpaceInvadersNoFrameskip-v4TestNewIntegrationNew,171.03,329.0,157.97
+1908,dfalvearg,dfalvearg/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
+1909,ThomasSimonini,ThomasSimonini/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
+1910,tmpusr,tmpusr/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
+1911,dodo1729,dodo1729/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
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+1913,znacer,znacer/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
 1914,schirmacher,schirmacher/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
 1915,Jatayoo,Jatayoo/dqn-SpaceInvadersNoFrameskip-v4-hyperOpt,169.7,208.5,38.8
 1916,Bakuraza,Bakuraza/dqn-SpaceInvadersNoFrameskip-v4,169.49,251.5,82.01
 1917,RockySong,RockySong/dqn-500kstep-SpaceInvadersNoFrameskip-v4,169.28,268.0,98.72
 1918,mahmoud-mohey,mahmoud-mohey/dqn-SpaceInvadersNoFrameskip-v4-t3,162.15,311.5,149.35
 1919,bguan,bguan/SpaceInvadersNoFrameskip-v4,161.17000000000002,255.0,93.83
-1920,Mahmoud7,Mahmoud7/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1921,Shivus,Shivus/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1922,gabrielgcbs,gabrielgcbs/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1923,hfxmao,hfxmao/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1924,kasseev,kasseev/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1925,PabloTa,PabloTa/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1926,juwagn,juwagn/dqn_SpaceInvaders_init,159.11,374.0,214.89
-1927,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1928,Erwanlbv,Erwanlbv/cnn-dqn-SpaceInvadersNoFrameskip-v4-n-10000,159.11,374.0,214.89
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-1936,pm390,pm390/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
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-1938,RalphX1,RalphX1/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
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+1927,shivigupta,shivigupta/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
+1928,anuoluwa,anuoluwa/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
+1929,gabrielgcbs,gabrielgcbs/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
+1930,Klinsc,Klinsc/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
+1931,Mahmoud7,Mahmoud7/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
+1932,kasseev,kasseev/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
+1933,PabloTa,PabloTa/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
+1934,juwagn,juwagn/dqn_SpaceInvaders_init,159.11,374.0,214.89
+1935,pamekitti,pamekitti/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
+1936,hfxmao,hfxmao/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
+1937,YaYaB,YaYaB/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
+1938,bjarlestam,bjarlestam/dqn-SpaceInvadersNoFrameskip-v4-2,159.11,374.0,214.89
 1939,Uberariy,Uberariy/dqn-SpaceInvadersNoFrameskip-v4,158.97,253.0,94.03
 1940,ashens0ul,ashens0ul/dqn-SpaceInvadersNoFrameskip-v4,158.76,269.5,110.74
 1941,jondister,jondister/dqn-SpaceInvadersNoFrameskip-v4,158.47,254.5,96.03
@@ -1976,8 +1976,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1975,matheusgeda,matheusgeda/dqn-SpaceInvadersNoFrameskip-v4,93.05,180.5,87.45
 1976,eryzml,eryzml/dqn-SpaceInvadersNoFrameskip-v4-Test_1,89.55000000000001,227.5,137.95
 1977,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v4,89.28,139.5,50.22
-1978,jliu596,jliu596/dqn-Atari-SpaceInvadersNoFrameskip-v4,86.62,256.0,169.38
-1979,jliu596,jliu596/dqn-Atar-SpaceInvadersNoFrameskip-v4,86.62,256.0,169.38
+1978,jliu596,jliu596/dqn-Atar-SpaceInvadersNoFrameskip-v4,86.62,256.0,169.38
+1979,jliu596,jliu596/dqn-Atari-SpaceInvadersNoFrameskip-v4,86.62,256.0,169.38
 1980,DragonProgrammer,DragonProgrammer/dqn-SpaceInvadersNoFrameskip-v4,86.2,138.5,52.3
 1981,victorivus,victorivus/deep-q-space-invaders,85.61,187.5,101.89
 1982,yuvnez,yuvnez/dqn-SpaceInvadersNoFrameskip-v4,85.48,187.0,101.52
@@ -2019,80 +2019,81 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 2018,Schadom,Schadom/dqn-SpaceInvadersNoFrameskip-v4,24.72,39.0,14.28
 2019,jliu596,jliu596/dqn-SpaceInvadersNoFrameskip-v4,21.03,178.5,157.47
 2020,FranEnguix,FranEnguix/SpaceInvadersNoFrameskip-v4-dqn30may_rnd-seed1,16.68,40.5,23.82
-2021,dussinus,dussinus/ppo-lstm-SpaceInvadersNoFrameskip-v4,16.209999999999994,100.0,83.79
-2022,StKirill,StKirill/atari_dan,12.909999999999997,135.5,122.59
-2023,reza-aditya,reza-aditya/dqn-SpaceInvanderNoFrameskip-v4,10.019999999999996,125.0,114.98
-2024,ssw1591,ssw1591/SpaceInvadersNoFrameskip-v4-dqn_atari-seed1,9.829999999999998,30.5,20.67
+2021,sekinat,sekinat/dqn-SpaceInvadersNoFRameskip-v4-OS,16.560000000000002,50.5,33.94
+2022,dussinus,dussinus/ppo-lstm-SpaceInvadersNoFrameskip-v4,16.209999999999994,100.0,83.79
+2023,StKirill,StKirill/atari_dan,12.909999999999997,135.5,122.59
+2024,reza-aditya,reza-aditya/dqn-SpaceInvanderNoFrameskip-v4,10.019999999999996,125.0,114.98
 2025,lyusungwon,lyusungwon/SpaceInvadersNoFrameskip-v4-dqn_atari-seed1,9.829999999999998,30.5,20.67
-2026,Rryay12,Rryay12/dqn-SpaceInvadersNoFrameskip-v4,7.400000000000006,103.5,96.1
-2027,edata,edata/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
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-2029,Horenskyih,Horenskyih/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
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-2035,DavidCollier,DavidCollier/SpaceInvader,2.960000000000001,15.5,12.54
-2036,popolin52,popolin52/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
-2037,auriolar,auriolar/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
-2038,GillesEverling,GillesEverling/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
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+2030,alvarez,alvarez/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
+2031,DavidCollier,DavidCollier/SpaceInvader,2.960000000000001,15.5,12.54
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