diff --git "a/SpaceInvadersNoFrameskip-v4.csv" "b/SpaceInvadersNoFrameskip-v4.csv"
--- "a/SpaceInvadersNoFrameskip-v4.csv"
+++ "b/SpaceInvadersNoFrameskip-v4.csv"
@@ -179,7 +179,7 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 178,Porridge9243,Porridge9243/dqn-SpaceInvadersNoFrameskip-v4,546.19,737.5,191.31
 179,SamuelMYoussef,SamuelMYoussef/dqn-SpaceInvadersNoFrameskip-v4,545.75,677.0,131.25
 180,alexeynoskov,alexeynoskov/dqn-SpaceInvadersNoFrameskip-v4,545.72,652.0,106.28
-181,yoshq,yoshq/dqn-SpaceInvadersNoFrameskip-v4,545.42,700.0,154.58
+181,mryoshq,mryoshq/dqn-SpaceInvadersNoFrameskip-v4,545.42,700.0,154.58
 182,Liapunov,Liapunov/dqn-SpaceInvadersNoFrameskip-v4-nonorm1m5,545.27,781.5,236.23
 183,OsherElhadad,OsherElhadad/dqn-SpaceInvadersNoFrameskip-v4,544.76,734.5,189.74
 184,dotunadegbite,dotunadegbite/dqn-SpaceInvadersNoFrameskip-v4,544.73,704.5,159.77
@@ -1958,775 +1958,776 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1957,propet,propet/dqn-SpaceInvadersNoFrameskip-v4,327.4,641.5,314.1
 1958,Mahmoud22,Mahmoud22/rl_zoo3_SpaceInvaders-v4,327.28999999999996,515.0,187.71
 1959,jz01,jz01/dqn-SpaceInvadersNoFrameskip-v4,326.65,548.5,221.85
-1960,adyprat,adyprat/dqn-SI4,326.28999999999996,468.0,141.71
-1961,huggingcats,huggingcats/dqn-SpaceInvadersNoFrameskip-v4,326.21,418.0,91.79
-1962,myklicious,myklicious/dqn-SpaceInvadersNoFrameskip-v4,325.93,462.0,136.07
-1963,rideadragon,rideadragon/dqn-SpaceInvadersNoFrameskip-v4,325.87,591.0,265.13
-1964,gaokaobishuati,gaokaobishuati/dqn-SpaceInvadersNoFrameskip-v4,325.02,580.0,254.98
-1965,mmhamdy,mmhamdy/dqn-SpaceInvadersNoFrameskip-v4,324.97,582.0,257.03
-1966,DimiNim,DimiNim/dqn-SpaceInvadersNoFrameskip-v4,324.87,550.0,225.13
-1967,labicquette,labicquette/dqn-spaceinvaders,324.81,656.0,331.19
-1968,ZyXin,ZyXin/dqn-SpaceInvadersNoFrameskip-v4,324.69,617.0,292.31
-1969,cyrodw,cyrodw/dqn-SpaceInvadersNoFrameskip-v4,324.59,635.0,310.41
-1970,smko77,smko77/dqn-SpaceInvadersNoFrameskip-v4,323.97,501.0,177.03
-1971,philipladuca,philipladuca/dqn-spaceIncadersNoFrameskip-v4,323.81,401.5,77.69
-1972,vind,vind/dqn-SpaceInvadersNoFrameskip-v4-1M,323.69,490.0,166.31
-1973,AAOBA,AAOBA/dqn-SpaceInvadersNoFrameskip-v4,323.62,494.0,170.38
-1974,jwright94,jwright94/dqn-SpaceInvadersNoFrameskip-v4,323.5,449.0,125.5
-1975,PeerNorback,PeerNorback/dqn-SpaceInvadersNoFrameskip-v4,323.35,599.0,275.65
-1976,FatmaYoussef,FatmaYoussef/fatmayoussef_SpaceInvaderDQL,323.31,465.0,141.69
-1977,VenomAI,VenomAI/DQN-SpaceInvadersNFS-v4,323.11,511.0,187.89
-1978,nikxtaco,nikxtaco/dqn-SpaceInvadersNoFrameskip-v4,322.83,586.0,263.17
-1979,menoua,menoua/dqn-SpaceInvadersNoFrameskip-v4,322.8,483.5,160.7
-1980,KubiakJakub01,KubiakJakub01/dqn-SpaceInvadersNoFrameskip-v4,322.77,571.5,248.73
-1981,Jedalc,Jedalc/dqn-SpaceInvadersNoFrameskip-v,322.37,498.0,175.63
-1982,ZivK,ZivK/dqn-SpaceInvadersNoFrameskip-v4,322.12,505.5,183.38
-1983,kerwin7,kerwin7/dqn-SpaceInvadersNoFrameskip-v4,322.08000000000004,498.5,176.42
-1984,sotossta,sotossta/dqn-SpaceInvadersNoFrameskip-v4,321.97,589.0,267.03
-1985,RyanOrth,RyanOrth/dqn-SpaceInvadersNoFrameskip-v4,321.72,609.5,287.78
-1986,pcapp,pcapp/dqn-SpaceInvadersNoFrameskip-v4,321.32,587.0,265.68
-1987,ntinosmg,ntinosmg/dqn-SpaceInvadersNoFrameskip-v4,320.66999999999996,555.5,234.83
-1988,xiawei910,xiawei910/dqn-SpaceInvadersNoFrameskip-v4,320.58000000000004,522.0,201.42
-1989,inkasaras,inkasaras/dqn-SpaceInvadersNoFrameskip-v4,320.55,707.0,386.45
-1990,LuisCarlosJP,LuisCarlosJP/dqn-SpaceInvadersNoFrameskip-v4,320.39,496.5,176.11
-1991,DiegoD616,DiegoD616/dqn-SpaceInvadersNoFrameskip-v4,320.22,489.5,169.28
-1992,CoreyMorris,CoreyMorris/dqn-SpaceInvadersNoFrameskip-v4,319.47,517.5,198.03
-1993,saurabh2086,saurabh2086/dqn-SpaceInvadersNoFrameskip-v4,319.34,688.5,369.16
-1994,JiajingChen,JiajingChen/b,319.23,565.5,246.27
-1995,adrian47,adrian47/dqn-SpaceInvadersNoFrameskip-v4,319.19,475.5,156.31
-1996,syoius,syoius/hfdrl_unit3,319.11,565.0,245.89
-1997,Falcinspire,Falcinspire/dqn-SpaceInvadersNoFrameskip-v4,318.83,619.0,300.17
-1998,staycoolish,staycoolish/dqn-SpaceInvadersNoFrameskip-v4,318.52,490.0,171.48
-1999,mkahari,mkahari/dqn-SpaceInvadersNoFrameskip-v4,318.03,514.0,195.97
-2000,tresbien1,tresbien1/dqn-SpaceInvadersNoFrameskip-v4,317.21000000000004,470.5,153.29
-2001,Galiess,Galiess/dqn-SpaceInvadersNoFrameskip-v4,317.15,513.5,196.35
-2002,spear1,spear1/dqn-SpaceInvadersNoFrameskip-v4,317.12,585.5,268.38
-2003,Mag-al,Mag-al/dqn_SpaceInvaders-v4,317.12,468.0,150.88
-2004,S3S3,S3S3/SpaceInvadersNoFrameskip-v4,317.09000000000003,452.0,134.91
-2005,pabloyesteb,pabloyesteb/dqn-SpaceInvadersNoFrameskip-v4,316.65,469.5,152.85
-2006,Yureeh,Yureeh/dqn-SpaceInvadersNoFrameskip-v4,316.65,512.5,195.85
-2007,Vegann,Vegann/DNQ-SpaceInvadersNoFrameskip-v4,315.65,533.0,217.35
-2008,yoto8,yoto8/dqn-SpaceInvadersNoFrameskip-v4,315.63,563.5,247.87
-2009,RomyMy,RomyMy/dqn-SpaceInvadersNoFrameskip-v4,315.09,657.5,342.41
-2010,yangzhou301,yangzhou301/dqn-SpaceInvadersNoFrameskip-v4,314.87,574.5,259.63
-2011,renatoviolin,renatoviolin/dqn-SpaceInvadersNoFrameskip-v4,314.65999999999997,559.5,244.84
-2012,saoliuhong,saoliuhong/dqn-SpaceInvadersNoFrameskip-v4,314.41999999999996,564.0,249.58
-2013,rodrigoclira,rodrigoclira/dqn-SpaceInvadersNoFrameskip-v4,314.39,499.5,185.11
-2014,brand25,brand25/dqn-SpaceInvadersNoFrameskip-v4,314.33000000000004,520.5,206.17
-2015,iamnambiar,iamnambiar/dqn-SpaceInvadersNoFrameskip-v4,314.2,553.0,238.8
-2016,ccattomio,ccattomio/dqn-SpaceInvadersNoFrameskip-v4,313.78,503.5,189.72
-2017,danieliser,danieliser/dqn-SpaceInvadersNoFrameskip-v4,313.58000000000004,469.5,155.92
-2018,andrewsiah,andrewsiah/dqn-SpaceInvadersNoFrameskip-v4,313.55,602.0,288.45
-2019,jrad98,jrad98/dqn-SpaceInvadersNoFrameskip-v4,313.43,529.5,216.07
-2020,Ahmet2250,Ahmet2250/vanilladqn-SpaceInvadersNoFrameskip-v4,313.36,491.5,178.14
-2021,apurva19,apurva19/dqn-SpaceInvadersNoFrameskip-v2,313.31,450.5,137.19
-2022,Benfnash,Benfnash/space-invaders,313.0,476.0,163.0
-2023,Llark,Llark/dqn-SpaceInvadersNoFrameskip-v4,312.83000000000004,499.0,186.17
-2024,KristianS7,KristianS7/dqn-SpaceInvadersNoFrameskip-v4,312.82,496.0,183.18
-2025,Stokrotka,Stokrotka/dqn-SpaceInvadersNoFrameskip-v4,312.72,570.5,257.78
-2026,banden,banden/dqn-SpaceInvadersNoFrameskip-v1,312.44,517.0,204.56
-2027,sd99,sd99/dqn-SpaceInvadersNoFrameskip-v4,312.36,568.5,256.14
-2028,CaphAlderamin,CaphAlderamin/dqn-SpaceInvadersNoFrameskip-v4,312.28,524.0,211.72
-2029,moonlightlane,moonlightlane/RL-course-atari-spaceinvader-dpn,312.11,558.0,245.89
-2030,MattStammers,MattStammers/dqn-SpaceInvadersNoFrameskip-v4,311.83,710.5,398.67
-2031,jproman,jproman/dqn-SpaceInvadersNoFrameskip-v4,311.74,514.0,202.26
-2032,optimopium,optimopium/dqn-SpaceInvadersNoFrameskip-v4,311.16,769.5,458.34
-2033,yychabata,yychabata/atarigame,310.81,560.5,249.69
-2034,jonathanmutal,jonathanmutal/SpaceInvadersNoFrameskip-v4,310.52,504.0,193.48
-2035,Kinahem,Kinahem/dqn-SpaceInvadersNoFrameskip-v4,310.34000000000003,511.0,200.66
-2036,mache102,mache102/dqn-SpaceInvadersNoFrameskip-v4,310.28,449.5,139.22
-2037,aymenkhs,aymenkhs/dqn-SpaceInvadersNoFrameskip-v4,310.24,515.0,204.76
-2038,BoschAI,BoschAI/dqn-SpaceInvadersNoFrameskip-v4,309.31,543.5,234.19
-2039,lightyip,lightyip/dqn-SpaceInvadersNoFrameskip-v4,308.2,454.0,145.8
-2040,felixdae,felixdae/dqn-SpaceInvadersNoFrameskip-v4,308.14,382.0,73.86
-2041,Zeze24,Zeze24/dqn-SpaceInvadersNoFrameskip-v4,307.74,432.0,124.26
-2042,masterdezign,masterdezign/dqn1-SpaceInvadersNoFrameskip-v4,307.65999999999997,450.0,142.34
-2043,c-wang,c-wang/rl-course-unit4-dqn,307.36,452.5,145.14
-2044,arnonl,arnonl/arnonl,306.18,402.0,95.82
-2045,MadFritz,MadFritz/dqn-SpaceInvadersNoFrameskip-v4,305.98,466.5,160.52
-2046,rajistics,rajistics/dqn-SpaceInvadersNoFrameskip-v4,305.88,435.5,129.62
-2047,blossominkyung,blossominkyung/dqn-SpaceInvadersNoFrameskip-v4,305.75,648.0,342.25
-2048,sanguineAlacrity,sanguineAlacrity/dqn-SpaceInvadersNoFrameskip-v4,305.53,455.0,149.47
-2049,haidlir,haidlir/SpaceInvadersNoFrameskip-v4-DQN,304.94,485.5,180.56
-2050,Periramm,Periramm/dqn-SpaceInvadersNoFrameskip-v4,304.85,481.0,176.15
-2051,fgeyer,fgeyer/dqn-SpaceInvadersNoFrameskip-v4,304.77,783.5,478.73
-2052,virusapex,virusapex/dqn-SpaceInvadersNoFrameskip-v4,304.69,469.0,164.31
-2053,henrikho,henrikho/dqn-SpaceInvadersNoFrameskip-v4,304.69,505.0,200.31
-2054,coyotespike,coyotespike/dqn-SpaceInvadersNoFrameskip-v4,304.18,469.5,165.32
-2055,MNQuinn,MNQuinn/dqn-SpaceInvadersNoFrameskip-v4,304.08,679.5,375.42
-2056,OldCrazyCoder,OldCrazyCoder/dqn-SpaceInvadersNoFrameskip-v4,303.91999999999996,450.0,146.08
-2057,Tubido,Tubido/SpaceInvaders_01,303.86,496.5,192.64
-2058,ssw1591,ssw1591/SpaceInvadersNoFrameskip-v4-dqn_atari-seed2,303.57,523.5,219.93
-2059,ssw1591,ssw1591/SpaceInvadersNoFrameskip-v4,303.57,523.5,219.93
-2060,lyusungwon,lyusungwon/SpaceInvadersNoFrameskip-v4-dqn_atari-seed2,303.57,523.5,219.93
-2061,kchen621,kchen621/dqn-SpaceInvadersNoFrameskip-v4,303.53,598.0,294.47
-2062,xiazeng,xiazeng/dqn-SpaceInvadersNoFrameskip-v4,303.29,614.0,310.71
-2063,GccX11,GccX11/dqn-SpaceInvadersNoFrameskip-v4,303.20000000000005,850.5,547.3
-2064,ankarb,ankarb/dqn-SpaceInvadersNoFrameskip-v4,302.57,495.0,192.43
-2065,sergey-antonov,sergey-antonov/dqn-SpaceInvadersNoFrameskip-v4,302.5,493.5,191.0
-2066,hectorjelly,hectorjelly/dqn-SpaceInvadersNoFrameskip-v4,302.49,650.5,348.01
-2067,EliasNsilva,EliasNsilva/Atari_RL_agent,301.91999999999996,432.0,130.08
-2068,Christian90,Christian90/dqn-SpaceInvadersNoFrameskip-v4,301.66999999999996,521.5,219.83
-2069,chh6,chh6/dqn-SpaceInvadersNoFrameskip-v4,301.63,481.0,179.37
-2070,HoaAn2003,HoaAn2003/dqn-SpaceInvadersNoFrameskip-v4,301.63,410.5,108.87
-2071,Sofiane-Alla,Sofiane-Alla/dqn-SpaceInvadersNoFrameskip-v4,301.03,460.5,159.47
-2072,alberto-mate,alberto-mate/dqn-SpaceInvadersNoFrameskip-v4,300.75,457.5,156.75
-2073,jmsalvi,jmsalvi/dqn-SpaceInvadersNoFrameskip-v4,300.32,457.5,157.18
-2074,hieule,hieule/dqn-SpaceInvadersNoFrameskip-v4,299.90999999999997,457.0,157.09
-2075,css919,css919/dqn-SpaceInvadersNoFrameskip-v4,299.62,651.5,351.88
-2076,ndhieunguyen,ndhieunguyen/ppo-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
-2077,infinitejoy,infinitejoy/ppo-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
-2078,infinitejoy,infinitejoy/dqn-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
-2079,turhancan97,turhancan97/dqn-SpaceInvadersNoFrameskip-v4,299.3,424.0,124.7
-2080,reneeshdenny,reneeshdenny/dqn-SpaceInvadersNoFrameskip-v4,298.5,472.0,173.5
-2081,Abhinay0926,Abhinay0926/DQN_spaceinvadors,298.39,706.0,407.61
-2082,yingzhi,yingzhi/dqn-SpaceInvadersNoFrameskip-v4,297.89,449.0,151.11
-2083,adhisetiawan,adhisetiawan/dqn-SpaceInvadersNoFrameskip-v4,297.62,522.0,224.38
-2084,tizayi,tizayi/space-inavade-dqn,297.22,499.0,201.78
-2085,beebeckzzz,beebeckzzz/dqn-SpaceInvadersNoFrameskip-v1,297.0,661.0,364.0
-2086,catrabbitbear,catrabbitbear/dqn-SpaceInvadersNoFrameskip-v4,296.88,579.0,282.12
-2087,greg-szopinski,greg-szopinski/dqn-SpaceInvadersNoFrameskip-v4-baseline,296.8,514.5,217.7
-2088,eduiqe,eduiqe/dqn-SpaceInvadersNoFrameskip-v4,296.62,478.5,181.88
-2089,bhadresh-savani,bhadresh-savani/dqn-SpaceInvadersNoFrameskip-v4,296.43,469.5,173.07
-2090,justlotw,justlotw/SpaceInvadersv4,296.01,799.0,502.99
-2091,eswardivi,eswardivi/dqn-SpaceInvadersNoFrameskip-v4,295.93,392.5,96.57
-2092,ospeek,ospeek/dqn-SpaceInvadersNoFrameskip-v4,295.7,412.0,116.3
-2093,amannlp,amannlp/dqn-SpaceInvadersNoFrameskip-v4,295.11,462.0,166.89
-2094,juliowaissman,juliowaissman/dqn-SpaceInvadersNoFrameskip-v4,295.04,591.0,295.96
-2095,jcmc,jcmc/dqn-SpaceInvadersNoFrameskip-v4,294.33,416.5,122.17
-2096,rishipatel92,rishipatel92/dqn-SpaceInvadersNoFrameskip-v4,294.27,468.5,174.23
-2097,Vecc3nz,Vecc3nz/dqn-SpaceInvadersNoFrameskip-v4,294.18,430.5,136.32
-2098,emmanuel17,emmanuel17/dqn-SpaceInvadersNoFrameskip-v4,294.13,590.0,295.87
-2099,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-1000000-timesteps,294.1,579.5,285.4
-2100,gazuzur,gazuzur/dqn-SpaceInvadersNoFrameskip-v4,294.04,606.5,312.46
-2101,aumy,aumy/dqn-SpaceInvadersNoFrameskip-v4,293.56,452.5,158.94
-2102,caiAtSNU,caiAtSNU/dqn-SpaceInvadersNoFrameskip-v4,293.36,460.5,167.14
-2103,Eswann,Eswann/dqn-SpaceInvadersNoFrameskip-v4,293.33000000000004,467.0,173.67
-2104,arunptp,arunptp/dqn-SpaceInvadersNoFrameskip-v4,293.32,461.5,168.18
-2105,nsecord,nsecord/dqn-SpaceInvadersNoFrameskip-v4,293.11,439.0,145.89
-2106,anilkumar2444,anilkumar2444/dqn-SpaceInvadersNoFrameskip-v4,292.95,497.5,204.55
-2107,fromhell01,fromhell01/dqn-SpaceInvadersNoFrameskip-v4,292.41999999999996,473.5,181.08
-2108,alyssamarieloo,alyssamarieloo/rlcourse-dqn-SpaceInvadersNoFrameskip-v4,292.34000000000003,502.0,209.66
-2109,dhiva100,dhiva100/dqn-SpaceInvadersNoFrameskip-v4,291.52,426.5,134.98
-2110,RYOBEAR,RYOBEAR/dqn-SpaceInvadersNoFrameskip-v4-01,291.05,482.5,191.45
-2111,voleg44,voleg44/dqn-SpaceInvadersNoFrameskip-v4,290.90999999999997,434.5,143.59
-2112,MonkeyDdonut,MonkeyDdonut/dqn-SpaceInvadersNoFrameskip-v4-tv2,289.78,514.0,224.22
-2113,zhuqi,zhuqi/dqn-SpaceInvadersNoFrameskip-v4-1M,289.43,504.5,215.07
-2114,ericalt,ericalt/dqn-SpaceInvadersNoFrameskip-v4,288.84000000000003,443.5,154.66
-2115,gokuls,gokuls/dqn-SpaceInvadersNoFrameskip-v4,288.53999999999996,493.5,204.96
-2116,sanak,sanak/dqn-SpaceInvadersNoFrameskip-v4,288.14,439.0,150.86
-2117,amal94,amal94/dqn-SpaceInvadersNoFrameskip-v4,287.75,400.0,112.25
-2118,VATSAL1729,VATSAL1729/dqn-SpaceInvadersNoFrameskip-v4,287.61,428.5,140.89
-2119,aienthused,aienthused/dqn-SpaceInvadersNoFrameskip-v4,287.6,454.0,166.4
-2120,PecanPi,PecanPi/dqn-SpaceInvadersNoFrameskip-v4,287.48,537.0,249.52
-2121,qwebeck,qwebeck/atari-dqn,286.34,684.5,398.16
-2122,Lorius2,Lorius2/dqn-SpaceInvadersNoFrameskip-v4,286.29,609.0,322.71
-2123,daripaez,daripaez/dqn-SpaceInvadersNoFrameskip-v4_3,285.82,378.5,92.68
-2124,NikosKokkini,NikosKokkini/dqn-SpaceInvadersNoFrameskip-v4,285.64,426.5,140.86
-2125,yechenzhi1,yechenzhi1/dqn-SpaceInvadersNoFrameskip-v4,285.45,407.5,122.05
-2126,atmikah,atmikah/dqn-SpaceInvadersNoFrameskip-v4,285.0,285.0,0.0
-2127,magooie,magooie/dqn-SpaceInvadersNoFrameskip-v4,284.98,508.0,223.02
-2128,DhruvAwasthi,DhruvAwasthi/dqn-SpaceInvadersNoFrameskip-v4,284.75,534.0,249.25
-2129,Kurokabe,Kurokabe/dqn-SpaceInvadersNoFrameskip-v4,284.63,431.0,146.37
-2130,Youxuan,Youxuan/dqn-SpaceInvadersNoFrameskip-v4,284.54,350.0,65.46
-2131,asuzuki,asuzuki/dqn-SpaceInvadersNoFrameskip-v4,284.44,392.5,108.06
-2132,Ricardo54321,Ricardo54321/dqn-SpaceInvadersNoFrameskip-v4,284.34,546.0,261.66
-2133,felixb85,felixb85/dqn-SpaceInvadersNoFrameskip-v4,284.23,494.0,209.77
-2134,Winmodel,Winmodel/dqn-SpaceInvadersNoFrameskip-v4,284.16,554.0,269.84
-2135,Skie0007,Skie0007/dqn-space_invaders_2,284.03999999999996,539.0,254.96
-2136,grinya-ne-ustinov,grinya-ne-ustinov/dqn-SpaceInvadersNoFrameskip-v4,283.95,633.5,349.55
-2137,alexdavey,alexdavey/dqn-SpaceInvadersNoFrameskip-v4,283.91,653.5,369.59
-2138,pseudo2010,pseudo2010/dqn-SpaceInvadersNoFrameskip-v4,283.71000000000004,487.5,203.79
-2139,Mattttthew,Mattttthew/dqn-SpaceInvadersNoFrameskip-v4-new,283.61,645.0,361.39
-2140,gilbaes,gilbaes/dqn-SpaceInvadersNoFrameskip-v4,282.46000000000004,450.0,167.54
-2141,wahdan99,wahdan99/dqn-SpaceInvadersNoFrameskip-v4,282.36,543.5,261.14
-2142,Clawoo,Clawoo/dqn-SpaceInvadersNoFrameskip-v4,282.34,546.0,263.66
-2143,feratur,feratur/dqn-SpaceInvadersNoFrameskip-v4,282.24,461.0,178.76
-2144,Dantenator,Dantenator/dqn-SpaceInvadersNoFrameskip-v4,281.31,401.5,120.19
-2145,kkleidal,kkleidal/dqn-SpaceInvadersNoFrameskip-v4,280.81,422.5,141.69
-2146,TRiddle,TRiddle/dqn-SpaceInvadersNoFrameskip-v4,280.76,422.5,141.74
-2147,sipheiroce,sipheiroce/dqn-SpaceInvadersNoFrameskip-v4,280.59000000000003,408.5,127.91
-2148,danlindb,danlindb/dqn-SpaceInvadersNoFrameskip-v4,280.59000000000003,439.5,158.91
-2149,giovannidispoto,giovannidispoto/space-invaders-dqn,280.41999999999996,442.5,162.08
-2150,bkhan2000,bkhan2000/dqn-SpaceInvadersNoFrameskip-v4,280.12,614.0,333.88
-2151,zhila,zhila/dqn-SpaceInvadersNoFrameskip-v4,280.1,423.0,142.9
-2152,Bhanu9Prakash,Bhanu9Prakash/dqn-SpaceInvadersNoFrameskip-v4,279.97,434.0,154.03
-2153,Destiny0621,Destiny0621/dqn-SpaceInvadersNoFrameskip-v4,279.85,373.0,93.15
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-2359,bwilkie,bwilkie/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
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-2361,andresolbach,andresolbach/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-2362,alfredo-wh,alfredo-wh/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-2363,alekom,alekom/SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-2364,Uberariy,Uberariy/dqn-SpaceInvadersNoFrameskip-v5,218.19,257.0,38.81
-2365,TitanTec,TitanTec/SpaceInvadersNoFrameskip-v4-T1,218.19,257.0,38.81
-2366,SamSJackson,SamSJackson/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-2367,Sachin16,Sachin16/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-2368,Ringdingler,Ringdingler/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-2369,Puranjay14,Puranjay14/atari,218.19,257.0,38.81
-2370,Maxph2211,Maxph2211/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-2371,MasegoTheLastBlondedMan,MasegoTheLastBlondedMan/dqn-SpaceInvadersNoFrameskip-v4Prac,218.19,257.0,38.81
-2372,LOGQS,LOGQS/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-2373,GiuliaMP,GiuliaMP/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-2374,BryanBradfo,BryanBradfo/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-2375,Bodolaz,Bodolaz/Unit-3-final,218.19,257.0,38.81
-2376,AndrewL088,AndrewL088/SpaceInvadersNoFrameskip-v4_0722,218.19,257.0,38.81
-2377,Adulala20,Adulala20/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
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-2382,PhuocBui,PhuocBui/dqn-SpaceInvadersNoFrameskip-v4,217.19,402.0,184.81
-2383,jpopham91,jpopham91/dqn-SpaceInvadersNoFrameskip-v4,217.09,444.5,227.41
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-2387,kuanyk,kuanyk/dqn-SpaceInvadersNoFrameskip-v4,215.61,364.5,148.89
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-2391,joe-xhedi,joe-xhedi/dqn-SpaceInvadersNoFrameskip-v4,213.26,354.0,140.74
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-2394,osbm,osbm/dqn-SpaceInvadersNoFrameskip-v4,210.65,300.5,89.85
-2395,thuyentruong,thuyentruong/dqn-SpaceInvadersNoFrameskip-v4,209.28,282.5,73.22
-2396,shenyichong,shenyichong/dqn-SpaceInvadersNoFrameskip-v4,209.19,350.5,141.31
-2397,SteveSchmidt,SteveSchmidt/dqn-SpaceInvadersNoFrameskip-v4,209.07999999999998,227.0,17.92
-2398,MattStammers,MattStammers/SpaceInvadersNoFrameskip-v4,208.92000000000002,298.0,89.08
-2399,arenbeglaryan,arenbeglaryan/dqn-SpaceInvadersNoFrameskip-v4,208.17,380.5,172.33
-2400,Zpwang-AI,Zpwang-AI/dqn-SpaceInvadersNoFrameskip-v4,207.82,265.5,57.68
-2401,tslai1992,tslai1992/dqn-SpaceInvadersNoFrameskip-v4,206.55,314.5,107.95
-2402,kupru,kupru/dqn-SpaceInvadersNoFrameskip-v4,206.38,567.5,361.12
-2403,Schadom,Schadom/dqn-SpaceInvadersNoFrameskip-v4-v3,206.33,409.5,203.17
-2404,shunnaidder,shunnaidder/dqn-SpaceInvadersNoFrameskip-v4,206.0,421.0,215.0
-2405,DerckPrinz,DerckPrinz/SpaceInvadersNoFrameskip-v4,205.06,318.0,112.94
-2406,klemiec,klemiec/dqn-SpaceInvadersNoFrameskip-v4,204.34,286.0,81.66
-2407,NiklasV,NiklasV/dqn-SpaceInvadersNoFrameskip-v4,203.69,509.5,305.81
-2408,eduyio,eduyio/dqn-SpaceInvadersNoFrameskip-v4,203.38,373.5,170.12
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-2412,basboot,basboot/dqn-SpaceInvadersNoFrameskip-v4,200.26,319.0,118.74
-2413,Taratata,Taratata/dqn-SpaceInvadersNoFrameskip-v4,198.52,424.5,225.98
-2414,Ginger1704,Ginger1704/dqn-SpaceInvadersNoFrameskip-v4,198.25,295.5,97.25
-2415,fx1H,fx1H/dqn-SpaceInvadersNoFrameskip-v4,198.06,331.5,133.44
-2416,zslrmhb,zslrmhb/SpacesInvadersNoFrameskip-v4,197.9,347.5,149.6
-2417,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-300000-timesteps,195.47,261.0,65.53
-2418,benedikt-schaber,benedikt-schaber/dqn-SpaceInvadersNoFrameskip-v4,193.21,347.5,154.29
-2419,sartajbhuvaji,sartajbhuvaji/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
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-2422,CyberKing,CyberKing/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
-2423,Allrandom,Allrandom/dqn-SpaceInvadersNoFrameskip-v4-short,192.42000000000002,275.5,83.08
-2424,xncy,xncy/dqn-SpaceInvadersNoFrameskip-v4,192.39,424.0,231.61
-2425,dirkvg,dirkvg/dqn-SpaceInvadersNoFrameskip-v4,192.32,473.5,281.18
-2426,yesuns,yesuns/dqn-SpaceInvadersNoFrameskip-v4,191.74,289.0,97.26
-2427,Swadine,Swadine/dqn_space_invaders,191.01,228.5,37.49
-2428,Ambiwlans,Ambiwlans/PPO-1m-SpaceInvadersNoFrameskip-v4,190.70999999999998,273.0,82.29
-2429,JuanMa360,JuanMa360/dqn-SpaceInvadersNoFrameskip-v4,190.68,401.0,210.32
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-2431,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v25,190.32999999999998,268.5,78.17
-2432,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v23,190.32999999999998,268.5,78.17
-2433,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v15,190.32999999999998,268.5,78.17
-2434,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v13,190.32999999999998,268.5,78.17
-2435,jcinque,jcinque/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
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-2437,cagarraz,cagarraz/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-2438,advaitadasein,advaitadasein/DQN,190.32999999999998,268.5,78.17
-2439,Noel-lawrence,Noel-lawrence/dqn-SpaceInvaders-v4,190.32999999999998,268.5,78.17
-2440,JJJJerry,JJJJerry/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-2441,FadySamy,FadySamy/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-2442,Broonion,Broonion/RLcourse-unit3-dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
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-2445,surprisal-optimizer,surprisal-optimizer/dqn-SpaceInvadersNoFrameskip-v4,190.21,364.0,173.79
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-2447,Mikulej,Mikulej/dqn-SpaceInvadersNoFrameskip-v4,189.04,325.0,135.96
-2448,ndieckow,ndieckow/dqn-SpaceInvaders-NoFrameskip-v4,188.57,358.5,169.93
-2449,nikbhi,nikbhi/spaceinvador_dqn_v0,188.28,285.0,96.72
-2450,satyrical,satyrical/dqnSpaceInvaders,187.67000000000002,310.5,122.83
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-2453,AtilliO,AtilliO/dqn-SpaceInvadersNoFrameskip-v4,185.89,320.0,134.11
-2454,saeedHedayatian,saeedHedayatian/dqn_spaceInvaders-1,185.82,493.5,307.68
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-2458,Velleity,Velleity/dqn-SpaceInvadersNoFrameskip-v4,180.19,391.0,210.81
-2459,Entj,Entj/dqn-SpaceInvadersNoFrameskip-v4,179.44,276.5,97.06
-2460,arkadyark,arkadyark/dqn-SpaceInvadersNoFrameskip-v4-default-params,179.35,373.5,194.15
-2461,S0urtamarind,S0urtamarind/dqn-SpaceInvadersNoFrameskip-v4,179.35,247.0,67.65
-2462,tieryr7,tieryr7/dqn-SpaceInvadersNoFrameskip-v4,177.39,261.5,84.11
-2463,joserodr68,joserodr68/dqn-SpaceInvadersNoFrameskip-v4,177.26,380.5,203.24
-2464,veluchs,veluchs/dqn-SpaceInvadersNoFrameskip-v4-4,177.14,264.5,87.36
-2465,amirschur,amirschur/dqn-SpaceInvadersNoFrameskip-v4,176.59,305.5,128.91
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-2467,hpoddar,hpoddar/dqn-SpaceInvadersNoFrameskip-v4,176.51,370.0,193.49
-2468,vjkrish,vjkrish/spaceInvadersNoFramesSkip,176.18,232.0,55.82
-2469,alefarasin,alefarasin/dqn-SpaceInvadersNoFrameskip-v4,175.41,209.5,34.09
-2470,S3S3,S3S3/dqn-SpaceInvadersNoFrameskip-v4,175.29,361.5,186.21
-2471,TitanTec,TitanTec/SpaceInvadersNoFrameskip-v4-T2,174.77,334.5,159.73
-2472,tiyunes,tiyunes/dqn-SpaceInvadersNoFrameskip-v4,174.17000000000002,203.0,28.83
-2473,darkwolfsam,darkwolfsam/dqn-SpaceInvadersNoFrameskip-v4,173.71,229.5,55.79
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-2476,Erwanlbv,Erwanlbv/cnn-ppo-SpaceInvadersNoFrameskip-v4,172.31,318.5,146.19
-2477,adebayojosephine,adebayojosephine/dqn-SpaceInvadersNoFrameskip-v4,172.26,288.0,115.74
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-2481,salohiddin94,salohiddin94/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2482,retdop,retdop/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2483,mazayo,mazayo/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2484,ledmands,ledmands/dqn-SpaceInvadersNoFrameskip-v4-kaggle2,171.03,329.0,157.97
-2485,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v22,171.03,329.0,157.97
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-2487,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v19,171.03,329.0,157.97
-2488,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v18,171.03,329.0,157.97
-2489,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v17,171.03,329.0,157.97
-2490,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v16,171.03,329.0,157.97
-2491,imamnurby,imamnurby/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2492,dodo1729,dodo1729/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2493,dfalvearg,dfalvearg/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2494,alexgastev,alexgastev/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2495,akerberenes,akerberenes/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2496,ak2704,ak2704/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2497,Vannsh,Vannsh/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2498,TuananhNguyen,TuananhNguyen/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2499,ThomasSimonini,ThomasSimonini/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
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-2501,Neomedallion,Neomedallion/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2502,Mattttthew,Mattttthew/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2503,LeKyks1,LeKyks1/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2504,J4m35M4xw3ll,J4m35M4xw3ll/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2505,Elikue,Elikue/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2506,DAIEF,DAIEF/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2507,ChairWorm,ChairWorm/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-2508,Boyem,Boyem/dqn2-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
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-2510,Bakuraza,Bakuraza/dqn-SpaceInvadersNoFrameskip-v4,169.49,251.5,82.01
-2511,RockySong,RockySong/dqn-500kstep-SpaceInvadersNoFrameskip-v4,169.28,268.0,98.72
-2512,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v6,168.22,272.0,103.78
-2513,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v5,168.22,272.0,103.78
-2514,OutFlankShu,OutFlankShu/dqn-SpaceInvadersNoFrameskip-v4,165.66,243.0,77.34
-2515,mahmoud-mohey,mahmoud-mohey/dqn-SpaceInvadersNoFrameskip-v4-t3,162.15,311.5,149.35
-2516,bguan,bguan/SpaceInvadersNoFrameskip-v4,161.17000000000002,255.0,93.83
-2517,shivr,shivr/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2518,shivigupta,shivigupta/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2519,pm390,pm390/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2520,pamekitti,pamekitti/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2521,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2522,kasseev,kasseev/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2523,juwagn,juwagn/dqn_SpaceInvaders_init,159.11,374.0,214.89
-2524,hfxmao,hfxmao/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2525,gabrielgcbs,gabrielgcbs/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2526,bjarlestam,bjarlestam/dqn-SpaceInvadersNoFrameskip-v4-2,159.11,374.0,214.89
-2527,anuoluwa,anuoluwa/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2528,YaYaB,YaYaB/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2529,Shivus,Shivus/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2530,RalphX1,RalphX1/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2531,PabloTa,PabloTa/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2532,Mihara-bot,Mihara-bot/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2533,Mahmoud7,Mahmoud7/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2534,Klinsc,Klinsc/dqn-SpaceInvadersNoFrameskip-v4,159.11,374.0,214.89
-2535,Erwanlbv,Erwanlbv/cnn-dqn-SpaceInvadersNoFrameskip-v4-n-10000,159.11,374.0,214.89
-2536,Uberariy,Uberariy/dqn-SpaceInvadersNoFrameskip-v4,158.97,253.0,94.03
-2537,ashens0ul,ashens0ul/dqn-SpaceInvadersNoFrameskip-v4,158.76,269.5,110.74
-2538,jondister,jondister/dqn-SpaceInvadersNoFrameskip-v4,158.47,254.5,96.03
-2539,pbrenotvinciguerra,pbrenotvinciguerra/dqn-SpaceInvadersNoFrameskip-v4,158.43,280.5,122.07
-2540,nivaldoho,nivaldoho/qrdqn-SpaceInvadersNoFrameskip-v4,157.2,195.5,38.3
-2541,Fhermin,Fhermin/SpaceInvadersNoFrameskip-v4,157.13,352.0,194.87
-2542,sofiaoliveira,sofiaoliveira/dqn-SpaceInvadersNoFrameskip-v4,157.1,340.5,183.4
-2543,jackoyoungblood,jackoyoungblood/dqn-SpaceInvadersNoFrameskip-v4,155.99,480.0,324.01
-2544,RedPandaAINLP,RedPandaAINLP/dqn-SpaceInvadersNoFrameskip-v4_4,154.83,318.0,163.17
-2545,teilomillet,teilomillet/dqn-SpaceInvadersNoFrameskip-v4,153.03,317.5,164.47
-2546,jfelgate,jfelgate/dqn-SpaceInvadersNoFrameskip-v9,149.73000000000002,276.5,126.77
-2547,asarvazyan,asarvazyan/dqn-SpaceInvadersNoFrameskip-v4,148.87,201.5,52.63
-2548,marievcht,marievcht/dqn-SpaceInvadersNoFrameskip-v4,147.9,258.0,110.1
-2549,mathreader,mathreader/dqn-SpaceInvadersNoFrameskip-v4,146.51,206.0,59.49
-2550,shamiulshifat,shamiulshifat/dqn-SpaceInvadersNoFrameskip-v4,145.0,205.0,60.0
-2551,Anasmob,Anasmob/dqn-SpaceInvadersNoFrameskip,141.68,228.0,86.32
-2552,michael20at,michael20at/dqn-SpaceInvadersNoFrameskip-v4,141.53,246.0,104.47
-2553,kirk123,kirk123/dqn-SpaceInvadersNoFrameskip-v4,141.4,295.5,154.1
-2554,mgmeskill,mgmeskill/dqn-SpaceInvadersNoFrameskip-v4,139.76,217.0,77.24
-2555,algocompretto,algocompretto/dqn-SpaceInvadersNoFrameskip-v0,139.11,254.0,114.89
-2556,ShreyasM,ShreyasM/dqn-SpaceInvadersNoFrameskip-v4-acm-ai,138.43,286.5,148.07
-2557,Glitschiu,Glitschiu/dqn-SpaceInvadersNoFrameskip-v4,137.4,224.0,86.6
-2558,liliangiselly,liliangiselly/dqn-SpaceInvadersNoFrameskip-v42,134.85,213.5,78.65
-2559,Olivia-umich,Olivia-umich/dqn-SpaceInvadersNoFrameskip-v4,134.51999999999998,394.5,259.98
-2560,jyesr,jyesr/dqn-SpaceInvadersNoFrameskip-v4,129.64,259.0,129.36
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