diff --git "a/SpaceInvadersNoFrameskip-v4.csv" "b/SpaceInvadersNoFrameskip-v4.csv"
--- "a/SpaceInvadersNoFrameskip-v4.csv"
+++ "b/SpaceInvadersNoFrameskip-v4.csv"
@@ -25,639 +25,639 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 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-v4-2,841.2,1092.0,250.8
-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
-31,yuval6967,yuval6967/dqn-SpaceInvadersNoFrameskip-v4,793.9100000000001,1097.5,303.59
-32,Corianas,Corianas/dqn-SpaceInvadersNoFrameskip-v4_2,764.0699999999999,1136.5,372.43
-33,romgrelier,romgrelier/drl_course_dqn,749.7,968.0,218.3
-34,Nishant91,Nishant91/dqn-SpaceInvadersNoFrameskip-v4,748.4300000000001,942.5,194.07
-35,BBBBirdIsTheWord,BBBBirdIsTheWord/dqn-SpaceInvadersNoFrameskip-v4,721.74,985.5,263.76
-36,erniechiew,erniechiew/dqn-SpaceInvadersNoFrameskip-v4,707.46,1021.5,314.04
-37,schrilax,schrilax/dqn-SpaceInvadersNoFrameskip-v4,705.3199999999999,1129.5,424.18
-38,ulevitsky,ulevitsky/dqn-SpaceInvadersNoFrameskip-v4,694.8,980.0,285.2
-39,virusapex,virusapex/ppo-SpaceInvadersNoFrameskip-v4,694.37,975.5,281.13
-40,0xid,0xid/dqn-SpaceInvadersNoFrameskip-v4,686.31,1051.5,365.19
-41,renatostrianese,renatostrianese/dqn-SpaceInvadersNoFrameskip-v4-3,681.1800000000001,886.5,205.32
-42,sgoodfriend,sgoodfriend/ppo-SpaceInvadersNoFrameskip-v4,674.97,1023.12,348.15
-43,sid,sid/dqn-SpaceInvadersNoFrameskip-v4-test,672.94,952.5,279.56
-44,Kastakin,Kastakin/dqn-SpaceInvadersNoFrameskip-v4,670.4100000000001,986.0,315.59
-45,Claaas,Claaas/dqn-SpaceInvadersNoFrameskip-v4,666.25,867.5,201.25
-46,RhyCola,RhyCola/dqn-SpaceInvadersNoFrameskip-v4,666.14,985.5,319.36
-47,joefarrington,joefarrington/dqn-SpaceInvadersNoFrameskip-v4,663.0699999999999,977.0,313.93
-48,makaveli10,makaveli10/dqn-space-invaders,661.61,905.0,243.39
-49,cleanrl,cleanrl/SpaceInvadersNoFrameskip-v4-dqn_atari-seed1,652.57,1411.0,758.43
-50,0xid,0xid/qrdqn-SpaceInvadersNoFrameskip-v4,652.19,1528.0,875.81
-51,malibanekg,malibanekg/dqn-SpaceInvadersNoFrameskip-v4,651.15,998.5,347.35
-52,klashenrik,klashenrik/dqn-SpaceInvadersNoFrameskip-v4,648.21,991.0,342.79
-53,massimowww,massimowww/dqn-SpaceInvadersNoFrameskip-v4,646.38,1026.0,379.62
-54,ArneL2206,ArneL2206/dqn-SpaceInvadersNoFrameskip-v4,644.98,922.0,277.02
-55,qgallouedec,qgallouedec/ppo-SpaceInvadersNoFrameskip-v4-2978466957,644.85,1157.0,512.15
-56,Qilex,Qilex/ppo-SpaceInvadersNoFrameskip-v2,644.03,1012.5,368.47
-57,MoeenTB,MoeenTB/dqn-SpaceInvadersNoFrameskip-v4,637.11,700.0,62.89
-58,nitikaverma26,nitikaverma26/dqn-SpaceInvadersNoFrameskip-v4,637.1,837.0,199.9
-59,dbarbedillo,dbarbedillo/dqn-SpaceInvadersNoFrameskip-v4,633.39,955.5,322.11
-60,gmojko,gmojko/SpaceInvadersNoFrameskip-v4,631.45,799.5,168.05
-61,NickThe1,NickThe1/dqn-SpaceInvadersNoFrameskip-v4,629.95,865.0,235.05
-62,claudiodev,claudiodev/dqn-SpaceInvadersNoFrameskip-v4,625.8399999999999,945.0,319.16
-63,hugoguh,hugoguh/dqn-SpaceInvadersNoFrameskip-v4,625.78,927.0,301.22
-64,macb,macb/dqn-SpaceInvadersNoFrameskip-v4,625.5799999999999,1009.5,383.92
-65,skywalker7,skywalker7/dqn-SpaceInvadersNoFrameskip-v4,623.33,789.5,166.17
-66,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4_no-render,619.11,1059.0,439.89
-67,OpenDILabCommunity,OpenDILabCommunity/SpaceInvadersNoFrameskip-v4-PPO,615.0,615.0,0.0
-68,saikiranp,saikiranp/dqn-SpaceInvadersNoFrameskip-v4,614.02,774.5,160.48
-69,qgallouedec,qgallouedec/ppo-SpaceInvadersNoFrameskip-v4-2582233519,611.17,1124.0,512.83
-70,kurohige,kurohige/dqn-SpaceInvaders-v4,610.78,730.5,119.72
-71,Y-T-G,Y-T-G/dqn-SpaceInvadersNoFrameskip-v4,610.65,912.5,301.85
-72,eldraco,eldraco/dqn-SpaceInvadersNoFrameskip-v4-v4,609.76,985.0,375.24
-73,slomek,slomek/dqn-SpaceInvadersNoFrameskip-v4,600.8199999999999,854.0,253.18
-74,HaiderAUT,HaiderAUT/dqn-SpaceInvadersNoFrameskip-v4,600.04,889.5,289.46
-75,Iamvincent,Iamvincent/dqn-SpaceInvadersNoFrameskip-v4,599.38,799.0,199.62
-76,jcgarciaca,jcgarciaca/dqn-SpaceInvadersNoFrameskip-v4,599.36,779.0,179.64
-77,mgfrantz,mgfrantz/dql-SpaceInvadersNoFrameskip-v4,599.28,1003.5,404.22
-78,wykonos,wykonos/dqn-SpaceInvadersNoFrameskip-v4,597.72,951.5,353.78
-79,redjohn08,redjohn08/dqn-SpaceInvadersNoFrameskip-v4,597.62,705.0,107.38
-80,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-3000000-timesteps,595.0699999999999,825.0,229.93
-81,ShuwenZheng,ShuwenZheng/dqn-SpaceInvadersNoFrameskip-v4,594.5,887.5,293.0
-82,janzw,janzw/jan-dqn-SpaceInvadersNoFrameskip-v4,594.04,876.0,281.96
-83,Corianas,Corianas/dqn-SpaceInvadersNoFrameskip-v4_21.6.22,592.37,866.5,274.13
-84,mili7522,mili7522/dqn-SpaceInvadersNoFrameskip-v4,590.8299999999999,885.0,294.17
-85,ckauth,ckauth/dqn-SpaceInvadersNoFrameskip-v4,589.39,867.5,278.11
-86,Yeatee,Yeatee/dqn-SpaceInvadersNoFrameskip-v4,587.53,823.5,235.97
-87,MattStammers,MattStammers/dqn-SpaceInvadersNoFrameskip-v4-final,586.25,833.5,247.25
-88,sherrytan,sherrytan/dqn-SpaceInvadersNoFrameskip-v4,586.23,796.0,209.77
-89,nomad-ai,nomad-ai/dqn-SpaceInvadersNoFrameskip-v4,584.9200000000001,910.0,325.08
-90,albagon,albagon/dqn-SpaceInvadersNoFrameskip-v4,584.6800000000001,929.5,344.82
-91,Agog,Agog/SpaceInvaders,583.35,677.0,93.65
-92,ankandrew,ankandrew/dqn-SpaceInvadersNoFrameskip-v4,583.24,809.5,226.26
-93,huanvo88,huanvo88/dqn-SpaceInvadersNoFrameskip-v4,581.4,733.5,152.1
-94,rlanday,rlanday/dqn-SpaceInvadersNoFrameskip-v4,580.52,657.5,76.98
-95,lotek93,lotek93/dqn-SpaceInvadersNoFrameskip-v4_2,578.6700000000001,968.5,389.83
-96,c0ldstudy,c0ldstudy/dqn-SpaceInvadersNoFrameskip-v4,576.52,854.0,277.48
-97,giggling-squid,giggling-squid/space_invaders_dqn_v1,576.34,805.0,228.66
-98,YarramsettiNaresh,YarramsettiNaresh/dqn-SpaceInvadersNoFrameskip-v4,575.6800000000001,851.5,275.82
-99,eryzml,eryzml/dqn-SpaceInvadersNoFrameskip-v4-TEST_2,574.8399999999999,872.5,297.66
-100,MarcosMunoz95,MarcosMunoz95/SpaceInvadersNoFrameskip,573.0699999999999,670.0,96.93
-101,dc-at-hf,dc-at-hf/SpaceInvadersNoFrameskip-v4,572.62,817.5,244.88
-102,mark-e,mark-e/dqn-SpaceInvadersNoFrameskip-v4,572.47,956.0,383.53
-103,Bunkerj,Bunkerj/dqn-SpaceInvadersNoFrameskip-v4,571.24,783.0,211.76
-104,yhna,yhna/dqn-SpaceInvadersNoFrameskip-v4,570.71,820.5,249.79
-105,qgallouedec,qgallouedec/ppo-SpaceInvadersNoFrameskip-v4-1351941688,570.27,885.5,315.23
-106,sinhprous,sinhprous/dqn-SpaceInvadersNoFrameskip-v4-3,568.65,925.0,356.35
-107,sinhprous,sinhprous/dqn-SpaceInvadersNoFrameskip-v4,568.65,925.0,356.35
-108,Forkits,Forkits/dqn-SpaceInvadersNoFrameskip-v4,568.52,844.5,275.98
-109,spatial,spatial/dqn-SpaceInvadersNoFrameskip-v4,568.22,758.0,189.78
-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
-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
-118,Isaac009,Isaac009/dqn-SpaceInvadersNoFrameskip-v4,559.8199999999999,921.0,361.18
-119,cyeet,cyeet/dqn-SpaceInvadersNoFrameskip-v4,559.44,685.5,126.06
-120,manuu01,manuu01/dqn-SpaceInvadersNoFrameskip-v4,558.58,679.5,120.92
-121,zein-barhoum,zein-barhoum/dqn-SpaceInvadersNoFrameskip-v4,558.48,636.0,77.52
-122,neatbullshit,neatbullshit/dqn-SpaceInvadersNoFrameskip-v4_attempt2,557.29,808.0,250.71
-123,yizhangliu,yizhangliu/dqn-SpaceInvadersNoFrameskip-v4,557.24,637.0,79.76
-124,yyq90,yyq90/dqn-SpaceInvadersNoFrameskip-v4,557.19,873.5,316.31
-125,CloXD,CloXD/dqn-SpaceInvadersNoFrameskip-v4,555.7,965.0,409.3
-126,arpan-das-astrophysics,arpan-das-astrophysics/dqn-SpaceInvadersNoFrameskip-v4,555.6,670.5,114.9
-127,Bill010602,Bill010602/dqn-SpaceInvadersNoFrameskip-v4_V4,555.5,686.5,131.0
-128,chavicoski,chavicoski/dqn-SpaceInvadersNoFrameskip-v4,555.25,877.0,321.75
-129,awalmeida,awalmeida/dqn-SpaceInvadersNoFrameskip-v4,554.97,657.0,102.03
-130,nhiro3303,nhiro3303/dqn-SpaceInvadersNoFrameskip-v4,554.2,689.5,135.3
-131,abbymark,abbymark/dqn-SpaceInvadersNoFrameskip-v4,553.27,827.0,273.73
-132,hawkeoni,hawkeoni/dqn-SpaceInvadersNoFrameskip-v4,552.87,844.0,291.13
-133,Cesar514,Cesar514/dqn-SpaceInvadersNoFrameskip-v4,552.85,690.0,137.15
-134,dimitarrskv,dimitarrskv/dqn-SpaceInvadersNoFrameskip-v4,552.03,733.5,181.47
-135,Bailefan,Bailefan/dqn-SpaceInvadersNoFrameskip-v4,551.85,687.0,135.15
-136,toinsson,toinsson/dqn-SpaceInvadersNoFrameskip-v4,551.52,882.0,330.48
-137,rushic24,rushic24/dqn-SpaceInvadersNoFrameskip-v4,551.48,892.0,340.52
-138,dfm794,dfm794/SpaceInvadersNoFrameskip-v4-trial3,551.45,793.0,241.55
-139,jinukoo,jinukoo/dqn-SpaceInvadersNoFrameskip-v4,550.54,642.5,91.96
-140,Lethargus,Lethargus/dqn-SpaceInvadersNoFrameskip-v4,550.3399999999999,992.5,442.16
-141,DanGalt,DanGalt/dqn-SpaceInvadersNoFrameskip-v4,548.85,734.0,185.15
-142,Freddthink,Freddthink/DQN-SpaceInvadersNoFrameskip,548.39,643.0,94.61
-143,abarekatain,abarekatain/dqn-SpaceInvadersNoFrameskip-v4,548.1800000000001,700.0,151.82
-144,audreyfeldroy,audreyfeldroy/dqn-SpaceInvadersNoFrameskip-v4,547.9,773.0,225.1
-145,cqhofsns,cqhofsns/ddqn-space-invaders-v4,547.34,642.5,95.16
-146,fabiochiu,fabiochiu/dqn-SpaceInvadersNoFrameskip-v4,547.09,631.5,84.41
-147,Alex48,Alex48/SpaceInvadersNoFrameskip-v4,546.77,794.0,247.23
-148,duongkstn,duongkstn/dqn-SpaceInvadersNoFrameskip-v4,546.28,769.0,222.72
-149,bdiptesh99,bdiptesh99/rl1-dqn-SpaceInvadersNoFrameskip-v4,546.26,733.5,187.24
-150,eswat,eswat/dqn-SpaceInvadersNoFrameskip-v4,546.24,788.5,242.26
-151,Porridge9243,Porridge9243/dqn-SpaceInvadersNoFrameskip-v4,546.19,737.5,191.31
-152,SamuelMYoussef,SamuelMYoussef/dqn-SpaceInvadersNoFrameskip-v4,545.75,677.0,131.25
-153,alexeynoskov,alexeynoskov/dqn-SpaceInvadersNoFrameskip-v4,545.72,652.0,106.28
-154,Liapunov,Liapunov/dqn-SpaceInvadersNoFrameskip-v4-nonorm1m5,545.27,781.5,236.23
-155,dotunadegbite,dotunadegbite/dqn-SpaceInvadersNoFrameskip-v4,544.73,704.5,159.77
-156,nyxophyl,nyxophyl/dqn-SpaceInvadersNoFrameskip-v4,544.65,563.5,18.85
-157,bobobert4,bobobert4/dqn-SpaceInvadersNoFrameskip-v4,544.04,663.0,118.96
-158,dmortell,dmortell/dqn-SpaceInvadersNoFrameskip-v4,543.95,595.5,51.55
-159,LukeSajkowski,LukeSajkowski/dqn-SpaceInvadersNoFrameskip-v4,543.28,860.0,316.72
-160,ljones,ljones/SpaceInvadersNoFrameskip-v4,542.92,768.5,225.58
-161,Ankurkhurana03,Ankurkhurana03/dqn-SpaceInvadersNoFrameskip-v4,542.7,772.5,229.8
-162,quilaquedi,quilaquedi/SpaceInvadersNoFrameskip-v4,541.4,623.5,82.1
-163,toastedshibe,toastedshibe/dqn-SpaceInvadersNoFrameskip-v4,540.59,767.0,226.41
-164,NemesisAlm,NemesisAlm/dqn-SpaceInvadersNoFrameskip-v4,539.91,720.5,180.59
-165,feabries,feabries/dqn-SpaceInvadersNoFrameskip-v4,539.4100000000001,836.0,296.59
-166,Rowehn,Rowehn/dqn-SpaceInvadersNoFrameskip-v4-retrain3-best,539.04,746.5,207.46
-167,JUNGU,JUNGU/dqn-SpaceInvadersNoFrameskip-v4,538.98,846.5,307.52
-168,dar-tau,dar-tau/dqn-SpaceInvadersNoFrameskip-v4,538.9100000000001,808.5,269.59
-169,olianate,olianate/dqn-SpaceInvadersNoFrameskip-v4,538.35,673.5,135.15
-170,jayeshgar,jayeshgar/dqn-SpaceInvadersNoFrameskip-v4,538.3,653.0,114.7
-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
-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
-179,Antiraedus,Antiraedus/dqn-SpaceInvadersNoFrameskip-v4,536.1800000000001,816.5,280.32
-180,zipbomb,zipbomb/dqn-SpaceInvadersNoFrameskip-v4,535.81,701.0,165.19
-181,lost-without-cause,lost-without-cause/dqn-SpaceInvadersNoFrameskip-v4,535.69,807.5,271.81
-182,mlewand,mlewand/DQN_atari_2,535.03,649.0,113.97
-183,lesliepzimmermann,lesliepzimmermann/dqn-SpaceInvadersNoFrameskip-v4,534.75,667.5,132.75
-184,manmyung,manmyung/dqn-SpaceInvadersNoFrameskip-v4,534.73,613.5,78.77
-185,arminmrm93,arminmrm93/dqn-SpaceInvadersNoFrameskip-V4,534.67,625.0,90.33
-186,adlrocha,adlrocha/dqn-SpaceInvadersNoFrameskip-v4,534.64,695.5,160.86
-187,zslrmhb,zslrmhb/SpaceInvadersNoFrameskip-v4,534.13,703.0,168.87
-188,eliept1,eliept1/deepqn-SpaceInvadersNoFrameskip-v4,533.94,757.0,223.06
-189,jkkawach,jkkawach/dqn-SpaceInvadersNoFrameskip-v4,533.85,754.0,220.15
-190,ScrappyCoco666,ScrappyCoco666/dqn-SpaceInvadersNoFrameskip-v4,533.84,684.5,150.66
-191,Nazzyk,Nazzyk/dqn-SpaceInvadersNoFrameskip-v4,533.6800000000001,702.0,168.32
-192,Loriiis,Loriiis/dqn-SpaceInvadersNoFrameskip-v4,533.54,692.0,158.46
-193,bpw1621,bpw1621/dqn-SpaceInvadersNoFrameskip-v4,533.52,859.5,325.98
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-196,jaweed123,jaweed123/dqn-SpaceInvadersNoFrameskip-v4,533.11,753.0,219.89
-197,GillesEverling,GillesEverling/dqn-SpaceInvadersNoFrameskip-v4_2,532.31,795.5,263.19
-198,Pearson,Pearson/dqn-SpaceInvadersNoFrameskip-v4,532.25,619.5,87.25
-199,Behnam,Behnam/dqn-SpaceInvadersNoFrameskip-v4,532.12,635.5,103.38
-200,weilc,weilc/dqn-SpaceInvadersNoFrameskip-v4,531.9100000000001,797.5,265.59
-201,MakiPan,MakiPan/dqn-SpaceInvadersNoFrameskip-v4,531.79,617.0,85.21
-202,HarmlessFlower,HarmlessFlower/dqn-SpaceInvadersNoFrameskip-v4,530.88,628.5,97.62
-203,DesignOrder,DesignOrder/dqn-SpaceInvadersNoFrameskip-v4,530.5699999999999,705.0,174.43
-204,dariowsz,dariowsz/dqn-SpaceInvadersNoFrameskip-v4,529.65,702.0,172.35
-205,Sanyam0605,Sanyam0605/SpaceInvader-dqn,529.61,951.0,421.39
-206,ashishj20,ashishj20/dqn-SpaceInvadersNoFrameskip-v4,529.3,632.5,103.2
-207,pietroluongo,pietroluongo/dqn-SpaceInvadersNoFrameskip-v4,529.21,651.0,121.79
-208,michal512,michal512/dqn-SpaceInvadersNoFrameskip-v4,528.97,688.0,159.03
-209,JTredup,JTredup/dqn-SpaceInvadersNoFrameskip-v4,528.83,706.0,177.17
-210,slava-medvedev,slava-medvedev/dqn-SpaceInvadersNoFrameskip-v4,528.78,711.5,182.72
-211,dasaprakashk,dasaprakashk/dqn-SpaceInvadersNoFrameskip-v4,528.4,768.5,240.1
-212,leahsuperb,leahsuperb/dqn-SpaceInvadersNoFrameskip-v4,528.12,909.0,380.88
-213,thomas2112,thomas2112/dqn-SpaceInvadersNoFrameskip-v4,527.99,622.5,94.51
-214,adzcai,adzcai/dqn-SpaceInvadersNoFrameskip-v4,527.96,736.0,208.04
-215,RegisGraptin,RegisGraptin/dqn-SpaceInvadersNoFrameskip-v4,527.71,692.0,164.29
-216,marii,marii/dqn-SpaceInvadersNoFrameskip-v4,527.4300000000001,658.5,131.07
-217,IngoTB303,IngoTB303/dqn-SpaceInvadersNoFrameskip-v4,527.4200000000001,792.5,265.08
-218,CreativeEvolution,CreativeEvolution/dqn-SpaceInvadersNoFrameskip-v4,527.39,799.5,272.11
-219,J3,J3/dqn-SpaceInvadersNoFrameskip-v4,527.38,746.5,219.12
-220,imerino,imerino/dqn-SpaceInvadersNoFrameskip-v4,527.34,549.0,21.66
-221,software-vagabond,software-vagabond/dqn-SpaceInvadersNoFrameskip-v4,526.96,628.5,101.54
-222,marik0,marik0/dqn-SpaceInvadersNoFrameskip-v4,526.85,665.0,138.15
-223,droid22,droid22/dqn-SpaceInvadersNoFrameskip-v4,526.44,769.0,242.56
-224,AinTziLLo,AinTziLLo/dqn-SpaceInvadersNoFrameskip-v4,526.34,615.0,88.66
-225,Serotina,Serotina/dqn-SpaceInvaderNoFrameskip-v4,525.94,625.5,99.56
-226,PoloHuggingface,PoloHuggingface/dqn-SpaceInvadersNoFrameskip-v4,525.69,671.5,145.81
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 660,Neomedallion,Neomedallion/dqn-SpaceInvadersNoFrameskip-v4,457.84000000000003,557.5,99.66
 661,YoneShiro,YoneShiro/SpaceInvadersNoFrameskip-v4,457.49,708.0,250.51
 662,jakelcoop,jakelcoop/dqn-SpaceInvadersNoFrameskip-v4,457.44,587.5,130.06
@@ -979,1003 +979,1003 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 978,ReadyP1,ReadyP1/dqn-SpaceInvadersNoFrameskip-v4,418.28999999999996,580.0,161.71
 979,sgoodfriend,sgoodfriend/dqn-sb3-SpaceInvadersNoFrameskip-v4,418.27,539.5,121.23
 980,MerveOzer,MerveOzer/dqn-SpaceInvadersNoFrameskip-v4,418.12,509.0,90.88
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-1374,rgres,rgres/dqn-SpaceInvadersNoFrameskip-v4,359.56,555.0,195.44
-1375,TahsinZaman,TahsinZaman/dqn-SpaceInvadersNoFrameskip-v4,359.11,516.5,157.39
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-1382,Sudomannen,Sudomannen/dqn-SpaceInvadersNoFrameskip-v4,358.32,657.5,299.18
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-1385,UtopiansRareTruth,UtopiansRareTruth/dqn-SpaceInvadersNoFrameskip-v4,357.55,557.5,199.95
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-1520,huggingcats,huggingcats/dqn-SpaceInvadersNoFrameskip-v4,326.21,418.0,91.79
-1521,myklicious,myklicious/dqn-SpaceInvadersNoFrameskip-v4,325.93,462.0,136.07
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-1524,mmhamdy,mmhamdy/dqn-SpaceInvadersNoFrameskip-v4,324.97,582.0,257.03
-1525,DimiNim,DimiNim/dqn-SpaceInvadersNoFrameskip-v4,324.87,550.0,225.13
-1526,labicquette,labicquette/dqn-spaceinvaders,324.81,656.0,331.19
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-1528,cyrodw,cyrodw/dqn-SpaceInvadersNoFrameskip-v4,324.59,635.0,310.41
-1529,smko77,smko77/dqn-SpaceInvadersNoFrameskip-v4,323.97,501.0,177.03
-1530,philipladuca,philipladuca/dqn-spaceIncadersNoFrameskip-v4,323.81,401.5,77.69
-1531,vind,vind/dqn-SpaceInvadersNoFrameskip-v4-1M,323.69,490.0,166.31
-1532,chikoto,chikoto/dqn-SpaceInvadersNoFrameskip-v4,323.62,494.0,170.38
-1533,jwright94,jwright94/dqn-SpaceInvadersNoFrameskip-v4,323.5,449.0,125.5
-1534,PeerNorback,PeerNorback/dqn-SpaceInvadersNoFrameskip-v4,323.35,599.0,275.65
-1535,menoua,menoua/dqn-SpaceInvadersNoFrameskip-v4,322.8,483.5,160.7
-1536,KubiakJakub01,KubiakJakub01/dqn-SpaceInvadersNoFrameskip-v4,322.77,571.5,248.73
-1537,Jedalc,Jedalc/dqn-SpaceInvadersNoFrameskip-v,322.37,498.0,175.63
-1538,kerwin7,kerwin7/dqn-SpaceInvadersNoFrameskip-v4,322.08000000000004,498.5,176.42
-1539,RyanOrth,RyanOrth/dqn-SpaceInvadersNoFrameskip-v4,321.72,609.5,287.78
-1540,pcapp,pcapp/dqn-SpaceInvadersNoFrameskip-v4,321.32,587.0,265.68
-1541,ntinosmg,ntinosmg/dqn-SpaceInvadersNoFrameskip-v4,320.66999999999996,555.5,234.83
-1542,inkasaras,inkasaras/dqn-SpaceInvadersNoFrameskip-v4,320.55,707.0,386.45
-1543,LuisCarlosJP,LuisCarlosJP/dqn-SpaceInvadersNoFrameskip-v4,320.39,496.5,176.11
-1544,DiegoD616,DiegoD616/dqn-SpaceInvadersNoFrameskip-v4,320.22,489.5,169.28
-1545,CoreyMorris,CoreyMorris/dqn-SpaceInvadersNoFrameskip-v4,319.47,517.5,198.03
-1546,saurabh2086,saurabh2086/dqn-SpaceInvadersNoFrameskip-v4,319.34,688.5,369.16
-1547,adrian47,adrian47/dqn-SpaceInvadersNoFrameskip-v4,319.19,475.5,156.31
-1548,syoius,syoius/hfdrl_unit3,319.11,565.0,245.89
-1549,Falcinspire,Falcinspire/dqn-SpaceInvadersNoFrameskip-v4,318.83,619.0,300.17
-1550,staycoolish,staycoolish/dqn-SpaceInvadersNoFrameskip-v4,318.52,490.0,171.48
-1551,mkahari,mkahari/dqn-SpaceInvadersNoFrameskip-v4,318.03,514.0,195.97
-1552,Galiess,Galiess/dqn-SpaceInvadersNoFrameskip-v4,317.15,513.5,196.35
-1553,spear1,spear1/dqn-SpaceInvadersNoFrameskip-v4,317.12,585.5,268.38
-1554,Mag-al,Mag-al/dqn_SpaceInvaders-v4,317.12,468.0,150.88
-1555,S3S3,S3S3/SpaceInvadersNoFrameskip-v4,317.09000000000003,452.0,134.91
-1556,pabloyesteb,pabloyesteb/dqn-SpaceInvadersNoFrameskip-v4,316.65,469.5,152.85
-1557,Yureeh,Yureeh/dqn-SpaceInvadersNoFrameskip-v4,316.65,512.5,195.85
-1558,RomyMy,RomyMy/dqn-SpaceInvadersNoFrameskip-v4,315.09,657.5,342.41
-1559,renatoviolin,renatoviolin/dqn-SpaceInvadersNoFrameskip-v4,314.65999999999997,559.5,244.84
-1560,rodrigoclira,rodrigoclira/dqn-SpaceInvadersNoFrameskip-v4,314.39,499.5,185.11
-1561,brand25,brand25/dqn-SpaceInvadersNoFrameskip-v4,314.33000000000004,520.5,206.17
-1562,iamnambiar,iamnambiar/dqn-SpaceInvadersNoFrameskip-v4,314.2,553.0,238.8
-1563,ccattomio,ccattomio/dqn-SpaceInvadersNoFrameskip-v4,313.78,503.5,189.72
-1564,danieliser,danieliser/dqn-SpaceInvadersNoFrameskip-v4,313.58000000000004,469.5,155.92
-1565,andrewsiah,andrewsiah/dqn-SpaceInvadersNoFrameskip-v4,313.55,602.0,288.45
-1566,Ahmet2250,Ahmet2250/vanilladqn-SpaceInvadersNoFrameskip-v4,313.36,491.5,178.14
-1567,apurva19,apurva19/dqn-SpaceInvadersNoFrameskip-v2,313.31,450.5,137.19
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-1585,rajistics,rajistics/dqn-SpaceInvadersNoFrameskip-v4,305.88,435.5,129.62
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-1587,haidlir,haidlir/SpaceInvadersNoFrameskip-v4-DQN,304.94,485.5,180.56
-1588,Periramm,Periramm/dqn-SpaceInvadersNoFrameskip-v4,304.85,481.0,176.15
-1589,fgeyer,fgeyer/dqn-SpaceInvadersNoFrameskip-v4,304.77,783.5,478.73
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-1591,henrikho,henrikho/dqn-SpaceInvadersNoFrameskip-v4,304.69,505.0,200.31
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-1593,OldCrazyCoder,OldCrazyCoder/dqn-SpaceInvadersNoFrameskip-v4,303.91999999999996,450.0,146.08
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-1599,xiazeng,xiazeng/dqn-SpaceInvadersNoFrameskip-v4,303.29,614.0,310.71
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-1612,infinitejoy,infinitejoy/ppo-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
-1613,infinitejoy,infinitejoy/dqn-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
-1614,turhancan97,turhancan97/dqn-SpaceInvadersNoFrameskip-v4,299.3,424.0,124.7
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-1724,jerick5555,jerick5555/SpaceInvadersNoFrameSkip-v4,254.14,508.0,253.86
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-1745,mdapri,mdapri/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
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-1771,dyingc,dyingc/dqn-SpaceInvadersNoFrameskip-v4,240.62,350.0,109.38
-1772,SwampMan,SwampMan/dqn_cont-SpaceInvadersNoFrameskip-v4,240.34,398.5,158.16
-1773,Teunis89,Teunis89/dqn-SpaceInvadersNoFrameskip-v4,239.91,418.5,178.59
-1774,VicBeltran,VicBeltran/dqn-SpaceInvadersNoFrameskip-v4,239.51,332.5,92.99
-1775,zjoe,zjoe/dqn-SpaceInvadersNoFrameskip-v4,239.44,404.0,164.56
-1776,avontell,avontell/space-invaders,238.98,436.5,197.52
-1777,AdiKompella,AdiKompella/dqn-SpaceInvadersNoFrameskip-v4,238.66,395.5,156.84
-1778,LieUr,LieUr/dqn-SpaceInvadersNoFrameskip-v4,238.46,367.5,129.04
-1779,WasuratS,WasuratS/dqn-SpaceInvaderNoFrameskip-v4,238.43,471.5,233.07
-1780,Nyxynyx,Nyxynyx/dqn-SpaceInvadorsNoFrameskip-v4,238.13,521.0,282.87
-1781,kaliputra,kaliputra/dqn-SpaceInvadersNoFrameskip-v4,237.16,361.5,124.34
-1782,ProtonH,ProtonH/dqn-SpaceInvadersNoFrameskip-v4,236.54,407.0,170.46
-1783,Oleg78,Oleg78/dqnSpaceI,236.43,347.5,111.07
-1784,Harri,Harri/dqn-SpaceInvadersNoFrameskip-v4,236.21,459.0,222.79
-1785,JEdappully,JEdappully/dqn-SpaceInvadersNoFrameskip-v4,234.46,288.5,54.04
-1786,iubeda,iubeda/dqn-SpaceInvadersNoFrameskip-v4,234.24,491.5,257.26
-1787,jamesthong,jamesthong/dqn-SpaceInvadersNoFrameskip-v4,234.05,383.5,149.45
-1788,sunil18p31a0101,sunil18p31a0101/dqn-SpaceInvadersNoFrameskip-v4,233.97,402.5,168.53
-1789,OlgaVityuk,OlgaVityuk/DeepQLearning_Atari,233.23000000000002,712.0,478.77
-1790,Malaika,Malaika/dqn-SpaceInvadersNoFrameskip-v4,233.19,336.0,102.81
-1791,nasheed,nasheed/dqn-SpaceInvadersNoFrameskip-v4,232.82999999999998,301.5,68.67
-1792,StefanoCaloni,StefanoCaloni/dqn-SpaceInvaders,230.74,299.0,68.26
-1793,Gadersd,Gadersd/dqn-SpaceInvadersNoFrameskip-v4,229.15,404.5,175.35
-1794,MHaurel,MHaurel/dqn-SpaceInvadersNoFrameskip-v4,228.92,364.5,135.58
-1795,quartz14,quartz14/dqn_atari,228.83,461.0,232.17
-1796,cthiriet,cthiriet/dqn-SpaceInvadersNoFrameskip-v4,228.1,323.5,95.4
-1797,Dharmasish,Dharmasish/dqn-SpaceInvadersNoFrameskip-v4,227.96,404.5,176.54
-1798,PriyanshS,PriyanshS/dqn-SpaceInvadersNoFrameskip-v4,227.95999999999998,564.5,336.54
-1799,zhundred,zhundred/SpaceInvadersNoFrameskip-v4,227.72,415.0,187.28
-1800,IlluminatiPudding,IlluminatiPudding/dqn-SpaceInvadersNoFrameskip-v4,227.5,388.0,160.5
-1801,Addwater,Addwater/rl-course-dqn-SpaceInvadersNoFrameskip-v4,226.45,476.0,249.55
-1802,JiemingYou,JiemingYou/dqn-SpaceInvadersNoFrameskip-v4,226.09,403.5,177.41
-1803,dnarqq,dnarqq/dqn-SpaceInvadersNoFrameskip-v4,225.01,303.5,78.49
-1804,Aitor,Aitor/dqn-SpaceInvadersNoFrameskip-v4-v2,223.97,354.5,130.53
-1805,gan11,gan11/dqn-SpaceInvadersNoFrameskip-v4,223.8,346.5,122.7
-1806,chasmiccoder,chasmiccoder/dqn-SpaceInvadersNoFrameskip-v4,223.78,255.0,31.22
-1807,jaober,jaober/SpaceInvadersNoFrameskip-v4,223.65,245.5,21.85
-1808,eLarry,eLarry/dqn-SpaceInvadersNoFrameskip-v4,223.34,287.5,64.16
-1809,Pablinsv,Pablinsv/dqn-SpaceInvadersNoFrameskip-v4,223.19,367.0,143.81
-1810,Sekiraw,Sekiraw/space_invaders,223.04,251.5,28.46
-1811,bk6000,bk6000/dqn-SpaceInvadersNoFrameskip-v4,222.65,337.5,114.85
-1812,Teeler,Teeler/dqn-SpaceInvadersNoFrameSkips,222.5,555.5,333.0
-1813,Dojoo,Dojoo/dqn-SpaceInvadersNoFrameskip-v4,222.4,265.0,42.6
-1814,EladAssia,EladAssia/dqn-SpaceInvadersNoFrameskip-v4,220.72,469.0,248.28
-1815,mxbonn,mxbonn/dqn-SpaceInvadersNoFrameskip-v4,220.19,373.5,153.31
-1816,iiserkbikram,iiserkbikram/dqn-SpaceInvadersNoFrameskip-v4,220.07999999999998,261.5,41.42
-1817,jontromanab,jontromanab/dqn-spaceInvaderV1,219.79,259.5,39.71
-1818,SeNSiTivE,SeNSiTivE/RL-Course-Unit_3-dqn-SpaceInvadersNoFrameskip-v4,219.45,259.0,39.55
-1819,timondesch,timondesch/dqn-SpaceInvadersNoFrameskip-v4-v1,218.99,376.5,157.51
-1820,kraken2404,kraken2404/dqn-SpaceInvadersNoFrameskip-v4_v4,218.64,328.5,109.86
-1821,veluchs,veluchs/dqn-SpaceInvadersNoFrameskip-v4-newest,218.19,257.0,38.81
-1822,sashnevskiy,sashnevskiy/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1823,mythrex,mythrex/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1824,moisesrobles04,moisesrobles04/SpaceInvader-v4,218.19,257.0,38.81
-1825,luispintoc,luispintoc/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1826,luhx,luhx/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1827,leonhe,leonhe/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1828,hannahh7,hannahh7/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1829,crcdng,crcdng/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1830,casals90,casals90/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1831,c-g,c-g/SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1832,bwilkie,bwilkie/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1833,Uberariy,Uberariy/dqn-SpaceInvadersNoFrameskip-v5,218.19,257.0,38.81
-1834,Sachin16,Sachin16/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1835,Ringdingler,Ringdingler/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1836,Maxph2211,Maxph2211/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1837,LOGQS,LOGQS/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1838,BryanBradfo,BryanBradfo/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1839,Bodolaz,Bodolaz/Unit-3-final,218.19,257.0,38.81
-1840,AndrewL088,AndrewL088/SpaceInvadersNoFrameskip-v4_0722,218.19,257.0,38.81
-1841,Adulala20,Adulala20/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1842,ravkumar,ravkumar/dqn-SpaceInvadersNoFrameSkip-v4,217.68,407.0,189.32
-1843,ravkumar,ravkumar/dqn-SpaceInvadersNoFramSkip,217.68,407.0,189.32
-1844,hug-face-lampros,hug-face-lampros/dqn-SpaceInvadersNoFrameskip-v4,217.42,421.0,203.58
-1845,jaygdesai,jaygdesai/jay_dqn-SpaceInvadersNoFrameskip-v4,217.28,271.5,54.22
-1846,PhuocBui,PhuocBui/dqn-SpaceInvadersNoFrameskip-v4,217.19,402.0,184.81
-1847,jpopham91,jpopham91/dqn-SpaceInvadersNoFrameskip-v4,217.09,444.5,227.41
-1848,coledie,coledie/dqn-SpaceInvadersNoFrameskip-v4,216.74,354.5,137.76
-1849,Lamurias,Lamurias/dqn-SpaceInvadersNoFrameskip-v4,216.63,501.0,284.37
-1850,Guerosharp,Guerosharp/dqn-SpaceInvadersNoFrameskip-v4,215.76,352.0,136.24
-1851,kuanyk,kuanyk/dqn-SpaceInvadersNoFrameskip-v4,215.61,364.5,148.89
-1852,tvarella,tvarella/atari-dqn-repo,215.35,342.5,127.15
-1853,ARandomFrenchDev,ARandomFrenchDev/dqn-SpaceInvadersNoFrameskip-v4,215.12,410.0,194.88
-1854,joe-xhedi,joe-xhedi/dqn-SpaceInvadersNoFrameskip-v4,213.26,354.0,140.74
-1855,thackerhelik,thackerhelik/dqn-SpaceInvadersNoFrameskip-v4,211.95,410.0,198.05
-1856,osbm,osbm/dqn-SpaceInvadersNoFrameskip-v4,210.65,300.5,89.85
-1857,thuyentruong,thuyentruong/dqn-SpaceInvadersNoFrameskip-v4,209.28,282.5,73.22
-1858,shenyichong,shenyichong/dqn-SpaceInvadersNoFrameskip-v4,209.19,350.5,141.31
-1859,SteveSchmidt,SteveSchmidt/dqn-SpaceInvadersNoFrameskip-v4,209.07999999999998,227.0,17.92
-1860,MattStammers,MattStammers/SpaceInvadersNoFrameskip-v4,208.92000000000002,298.0,89.08
-1861,arenbeglaryan,arenbeglaryan/dqn-SpaceInvadersNoFrameskip-v4,208.17,380.5,172.33
-1862,Zpwang-AI,Zpwang-AI/dqn-SpaceInvadersNoFrameskip-v4,207.82,265.5,57.68
-1863,tslai1992,tslai1992/dqn-SpaceInvadersNoFrameskip-v4,206.55,314.5,107.95
-1864,kupru,kupru/dqn-SpaceInvadersNoFrameskip-v4,206.38,567.5,361.12
-1865,Schadom,Schadom/dqn-SpaceInvadersNoFrameskip-v4-v3,206.33,409.5,203.17
-1866,DerckPrinz,DerckPrinz/SpaceInvadersNoFrameskip-v4,205.06,318.0,112.94
-1867,klemiec,klemiec/dqn-SpaceInvadersNoFrameskip-v4,204.34,286.0,81.66
-1868,eduyio,eduyio/dqn-SpaceInvadersNoFrameskip-v4,203.38,373.5,170.12
-1869,email81227,email81227/dqn-SpaceInvadersNoFrameskip-v4,200.35,246.0,45.65
-1870,debin,debin/dqn-SpaceInvadersNoFrameskip-v4,200.32999999999998,268.5,68.17
-1871,basboot,basboot/dqn-SpaceInvadersNoFrameskip-v4,200.26,319.0,118.74
-1872,Taratata,Taratata/dqn-SpaceInvadersNoFrameskip-v4,198.52,424.5,225.98
-1873,fx1H,fx1H/dqn-SpaceInvadersNoFrameskip-v4,198.06,331.5,133.44
-1874,zslrmhb,zslrmhb/SpacesInvadersNoFrameskip-v4,197.9,347.5,149.6
-1875,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-300000-timesteps,195.47,261.0,65.53
-1876,benedikt-schaber,benedikt-schaber/dqn-SpaceInvadersNoFrameskip-v4,193.21,347.5,154.29
-1877,sartajbhuvaji,sartajbhuvaji/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
-1878,gballardin,gballardin/space-invaders,192.42000000000002,275.5,83.08
-1879,TerryYH,TerryYH/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
-1880,CyberKing,CyberKing/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
-1881,Allrandom,Allrandom/dqn-SpaceInvadersNoFrameskip-v4-short,192.42000000000002,275.5,83.08
-1882,dirkvg,dirkvg/dqn-SpaceInvadersNoFrameskip-v4,192.32,473.5,281.18
-1883,Ambiwlans,Ambiwlans/PPO-1m-SpaceInvadersNoFrameskip-v4,190.70999999999998,273.0,82.29
-1884,jcinque,jcinque/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-1885,cagarraz,cagarraz/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-1886,JJJJerry,JJJJerry/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-1887,Broonion,Broonion/RLcourse-unit3-dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-1888,mlewand,mlewand/DQN_atari_1,190.3,437.0,246.7
-1889,surprisal-optimizer,surprisal-optimizer/dqn-SpaceInvadersNoFrameskip-v4,190.21,364.0,173.79
-1890,istinetz,istinetz/spaceinvadersdqn,189.78,309.5,119.72
-1891,nikbhi,nikbhi/spaceinvador_dqn_v0,188.28,285.0,96.72
-1892,satyrical,satyrical/dqnSpaceInvaders,187.67000000000002,310.5,122.83
-1893,iamjoy,iamjoy/dqn-SpaceInvadersNoFrameskip-v4,187.23000000000002,264.0,76.77
-1894,elemtopos,elemtopos/dqn-SpaceInvadersNoFrameskip-v4,186.97,270.5,83.53
-1895,AtilliO,AtilliO/dqn-SpaceInvadersNoFrameskip-v4,185.89,320.0,134.11
-1896,saeedHedayatian,saeedHedayatian/dqn_spaceInvaders-1,185.82,493.5,307.68
-1897,Luca77,Luca77/dqn-SpaceInvadersNoFrameskip-v4-trial1,185.07,384.5,199.43
-1898,roapple10,roapple10/dqn-SpaceInvadersNoFrameskip-v4,183.3,355.0,171.7
-1899,hannah-o,hannah-o/dqn-SpaceInvadersNoFrameskip-v4,181.68,213.0,31.32
-1900,Velleity,Velleity/dqn-SpaceInvadersNoFrameskip-v4,180.19,391.0,210.81
-1901,Entj,Entj/dqn-SpaceInvadersNoFrameskip-v4,179.44,276.5,97.06
-1902,arkadyark,arkadyark/dqn-SpaceInvadersNoFrameskip-v4-default-params,179.35,373.5,194.15
-1903,joserodr68,joserodr68/dqn-SpaceInvadersNoFrameskip-v4,177.26,380.5,203.24
-1904,veluchs,veluchs/dqn-SpaceInvadersNoFrameskip-v4-4,177.14,264.5,87.36
-1905,amirschur,amirschur/dqn-SpaceInvadersNoFrameskip-v4,176.59,305.5,128.91
-1906,hpoddar,hpoddar/dqn-SpaceInvadersNoFrameskip-v4-v2,176.51,370.0,193.49
-1907,hpoddar,hpoddar/dqn-SpaceInvadersNoFrameskip-v4,176.51,370.0,193.49
-1908,vjkrish,vjkrish/spaceInvadersNoFramesSkip,176.18,232.0,55.82
-1909,alefarasin,alefarasin/dqn-SpaceInvadersNoFrameskip-v4,175.41,209.5,34.09
-1910,S3S3,S3S3/dqn-SpaceInvadersNoFrameskip-v4,175.29,361.5,186.21
-1911,darkwolfsam,darkwolfsam/dqn-SpaceInvadersNoFrameskip-v4,173.71,229.5,55.79
-1912,andreydung,andreydung/dqn-SpaceInvadersNoFrameskip,173.08,309.0,135.92
-1913,Bjqrn,Bjqrn/dqn-SpaceInvadersNoFrameskip-v4_1,172.99,265.0,92.01
-1914,Erwanlbv,Erwanlbv/cnn-ppo-SpaceInvadersNoFrameskip-v4,172.31,318.5,146.19
-1915,znacer,znacer/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1916,tmpusr,tmpusr/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1917,schirmacher,schirmacher/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1918,salohiddin94,salohiddin94/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1919,mazayo,mazayo/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1920,imamnurby,imamnurby/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1921,dodo1729,dodo1729/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1922,dfalvearg,dfalvearg/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1923,ak2704,ak2704/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1924,ThomasSimonini,ThomasSimonini/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1925,J4m35M4xw3ll,J4m35M4xw3ll/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1926,ChairWorm,ChairWorm/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1927,Jatayoo,Jatayoo/dqn-SpaceInvadersNoFrameskip-v4-hyperOpt,169.7,208.5,38.8
-1928,Bakuraza,Bakuraza/dqn-SpaceInvadersNoFrameskip-v4,169.49,251.5,82.01
-1929,RockySong,RockySong/dqn-500kstep-SpaceInvadersNoFrameskip-v4,169.28,268.0,98.72
-1930,mahmoud-mohey,mahmoud-mohey/dqn-SpaceInvadersNoFrameskip-v4-t3,162.15,311.5,149.35
-1931,bguan,bguan/SpaceInvadersNoFrameskip-v4,161.17000000000002,255.0,93.83
-1932,shivr,shivr/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1933,shivigupta,shivigupta/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1934,pm390,pm390/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1935,pamekitti,pamekitti/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1936,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1937,kasseev,kasseev/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1938,juwagn,juwagn/dqn_SpaceInvaders_init,159.11,374.0,214.89
-1939,hfxmao,hfxmao/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1940,gabrielgcbs,gabrielgcbs/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1941,bjarlestam,bjarlestam/dqn-SpaceInvadersNoFrameskip-v4-2,159.11,374.0,214.89
-1942,anuoluwa,anuoluwa/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1943,YaYaB,YaYaB/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1944,Shivus,Shivus/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1945,RalphX1,RalphX1/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1946,PabloTa,PabloTa/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1947,Mihara-bot,Mihara-bot/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1948,Mahmoud7,Mahmoud7/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1949,Klinsc,Klinsc/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-1950,Erwanlbv,Erwanlbv/cnn-dqn-SpaceInvadersNoFrameskip-v4-n-10000,159.11,374.0,214.89
-1951,Uberariy,Uberariy/dqn-SpaceInvadersNoFrameskip-v4,158.97,253.0,94.03
-1952,ashens0ul,ashens0ul/dqn-SpaceInvadersNoFrameskip-v4,158.76,269.5,110.74
-1953,jondister,jondister/dqn-SpaceInvadersNoFrameskip-v4,158.47,254.5,96.03
-1954,pbrenotvinciguerra,pbrenotvinciguerra/dqn-SpaceInvadersNoFrameskip-v4,158.43,280.5,122.07
-1955,sofiaoliveira,sofiaoliveira/dqn-SpaceInvadersNoFrameskip-v4,157.1,340.5,183.4
-1956,jackoyoungblood,jackoyoungblood/dqn-SpaceInvadersNoFrameskip-v4,155.99,480.0,324.01
-1957,RedPandaAINLP,RedPandaAINLP/dqn-SpaceInvadersNoFrameskip-v4_4,154.83,318.0,163.17
-1958,teilomillet,teilomillet/dqn-SpaceInvadersNoFrameskip-v4,153.03,317.5,164.47
-1959,asarvazyan,asarvazyan/dqn-SpaceInvadersNoFrameskip-v4,148.87,201.5,52.63
-1960,shamiulshifat,shamiulshifat/dqn-SpaceInvadersNoFrameskip-v4,145.0,205.0,60.0
-1961,michael20at,michael20at/dqn-SpaceInvadersNoFrameskip-v4,141.53,246.0,104.47
-1962,mgmeskill,mgmeskill/dqn-SpaceInvadersNoFrameskip-v4,139.76,217.0,77.24
-1963,algocompretto,algocompretto/dqn-SpaceInvadersNoFrameskip-v0,139.11,254.0,114.89
-1964,ShreyasM,ShreyasM/dqn-SpaceInvadersNoFrameskip-v4-acm-ai,138.43,286.5,148.07
-1965,liliangiselly,liliangiselly/dqn-SpaceInvadersNoFrameskip-v42,134.85,213.5,78.65
-1966,kyeongpil,kyeongpil/dqn-SpaceInvadersNoFrameskip-v4,129.3,221.5,92.2
-1967,Skie0007,Skie0007/dqn-space_invaders,128.76,223.0,94.24
-1968,kraken2404,kraken2404/dqn-SpaceInvadersNoFrameskip-v4_v3,124.00999999999999,174.0,49.99
-1969,frangiral,frangiral/dqn-SpaceInvadersNoFrameskip-v4,122.70999999999998,422.5,299.79
-1970,Erwanlbv,Erwanlbv/cnn-dqn-SpaceInvadersNoFrameskip-v4-n-500000,122.06,249.0,126.94
-1971,amal94,amal94/Ddqn-SpaceInvadersNoFrameskip-v4,121.83000000000001,316.5,194.67
-1972,RisiPisi,RisiPisi/dqn-SpaceInvadersNoFrameskip-v4,121.26,238.5,117.24
-1973,frangiral,frangiral/dqn-SpaceInvadersNoFrameskip-v4-2,121.1,196.5,75.4
-1974,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-2000000-timesteps,119.39,183.5,64.11
-1975,Sourabh2,Sourabh2/spaceinvandernoframeship-v2,117.31,229.5,112.19
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+1971,Erwanlbv,Erwanlbv/cnn-dqn-SpaceInvadersNoFrameskip-v4-n-500000,122.06,249.0,126.94
+1972,amal94,amal94/Ddqn-SpaceInvadersNoFrameskip-v4,121.83000000000001,316.5,194.67
+1973,RisiPisi,RisiPisi/dqn-SpaceInvadersNoFrameskip-v4,121.26,238.5,117.24
+1974,frangiral,frangiral/dqn-SpaceInvadersNoFrameskip-v4-2,121.1,196.5,75.4
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+1976,Sourabh2,Sourabh2/spaceinvandernoframeship-v2,117.31,229.5,112.19
+1977,peterxyz,peterxyz/dqn-SpaceInvadersNoFrameskip-v4,116.69,251.0,134.31
 1978,verderis,verderis/dqn-SpaceInvadersNoFrameskip-v4,116.12,206.0,89.88
 1979,sonny-dev,sonny-dev/dqn-atari,109.88,263.5,153.62
 1980,Ashraf-kasem,Ashraf-kasem/dqn-SpaceInvadersNoFrameskip-v4,108.37,211.5,103.13
@@ -2001,101 +2001,102 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 2000,kraken2404,kraken2404/dqn-SpaceInvadersNoFrameskip-v4_v6,74.41999999999999,259.0,184.58
 2001,kraken2404,kraken2404/dqn-SpaceInvadersNoFrameskip-v4,72.97999999999999,222.0,149.02
 2002,mrm8488,mrm8488/dqn-SpaceInvadersNoFrameskip-v4-2,69.58,181.0,111.42
-2003,neatbullshit,neatbullshit/dqn-SpaceInvadersNoFrameskip-v4,62.53,194.0,131.47
-2004,edures,edures/dqn-SpaceInvadersNoFrameskip-v4,61.47999999999999,250.0,188.52
-2005,kraken2404,kraken2404/dqn-SpaceInvadersNoFrameskip-v4_v5,59.72999999999999,222.0,162.27
-2006,croumegous,croumegous/dqn-SpaceInvadersNoFrameskip-v4,59.51,114.0,54.49
-2007,mobiusmatt,mobiusmatt/qn-SpaceInvadersNoFrameskip-v4-tuned,58.03,218.5,160.47
-2008,ichiv,ichiv/dqn-SpaceInvadersNoFrameskip-v4,56.63,112.0,55.37
-2009,messham,messham/dqn-SpaceInvadersNoFrameskip-v4-1,56.05,130.5,74.45
-2010,minsoo9574,minsoo9574/dqn-SpaceInvadersNoFrameskip-v4,55.18000000000001,125.0,69.82
-2011,rcanand,rcanand/dqn-SpaceInvadersNoFrameskip-v4,54.889999999999986,204.0,149.11
-2012,ybutsik,ybutsik/dqn-SpaceInvadersNoFrameskip-v4-halftraining,54.41,158.0,103.59
-2013,Niraya666,Niraya666/dqn-SpaceInvadersNoFrameskip-v4,53.28,157.5,104.22
-2014,RayS2022,RayS2022/dqn-SpaceInvadersNoFrameskip-v4,51.010000000000005,138.5,87.49
-2015,Apocalypse-19,Apocalypse-19/dqn-SpaceInvaders,50.06999999999999,254.0,203.93
-2016,gcy,gcy/dqn-SpaceInvadersNoFrameskip-v4,49.29,101.0,51.71
-2017,LLschoolJ,LLschoolJ/dqn-SpaceInvadersNoFrameskip-v4,47.59,94.0,46.41
-2018,Nnoitra,Nnoitra/dqn-SpaceInvadersNoFrameskip-v4,47.150000000000006,168.5,121.35
-2019,sinny,sinny/unit3_si,46.900000000000006,130.0,83.1
-2020,KJan05,KJan05/dqn-SpaceInvadersNoFrameskip-v4-kl,45.47,149.5,104.03
-2021,mojtabak,mojtabak/dqn-SpaceInvadersNoFrameskip-v4,45.19,116.0,70.81
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-2023,svenkate,svenkate/dqn-SpaceInvadersNoFrameskip-v4,41.06,175.0,133.94
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