diff --git "a/SpaceInvadersNoFrameskip-v4.csv" "b/SpaceInvadersNoFrameskip-v4.csv"
--- "a/SpaceInvadersNoFrameskip-v4.csv"
+++ "b/SpaceInvadersNoFrameskip-v4.csv"
@@ -1520,862 +1520,863 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1519,aleks0309,aleks0309/dqn-SpaceInvadersNoFrameskip-v4,363.55,580.5,216.95
 1520,MikkelGodsk,MikkelGodsk/dqn-SpaceInvadersNoFrameskip-v4,363.4,477.0,113.6
 1521,AnnaMats,AnnaMats/dqn-SpaceInvadersNoFrameskip-v4,363.4,494.5,131.1
-1522,fatcat22,fatcat22/dqn-SpaceInvadersNoFrameskip-v4,363.08000000000004,543.5,180.42
-1523,Nake,Nake/dqn-SpaceInvadersNoFrameskip-v4,363.05,509.5,146.45
-1524,jcastanyo,jcastanyo/dqn-SpaceInvadersNoFrameskip-v4,362.91,644.0,281.09
-1525,shtif,shtif/dqn-SpaceInvadersNoFrameskip-v4,362.89,700.0,337.11
-1526,ospeek,ospeek/ppo-SpaceInvadersNoFrameskip-v4,362.8,505.5,142.7
-1527,dergky1,dergky1/dqn-SpaceInvadersNoFrameskip-v4-KK,362.69,573.0,210.31
-1528,Convolution,Convolution/dqn-SpaceInvadersNoFrameskip-v4,362.52,653.0,290.48
-1529,TalesLF,TalesLF/dqn-SpaceInvadersNoFrameskip-v4,362.51,450.0,87.49
-1530,Balajirv,Balajirv/dqn-SpaceInvadersNoFrameskip-v4,362.37,481.0,118.63
-1531,antoooooine,antoooooine/dqn-SpaceInvadersNoFrameskip-v4,362.21000000000004,529.5,167.29
-1532,jjjjjjjjjj,jjjjjjjjjj/dqn-SpaceInvadersNoFrame-v4,362.0,582.5,220.5
-1533,vtisza,vtisza/dqn-SpaceInvadersNoFrameskip-v4,361.81,584.5,222.69
-1534,SmellyKat,SmellyKat/dqn-SpaceInvadersNoFrameskip-v4,361.36,551.0,189.64
-1535,MarioLomby,MarioLomby/dqn-SpaceInvadersNoFrameskip-v4,360.91,782.0,421.09
-1536,Frorozcol,Frorozcol/dqn-SpaceInvadersNoFrameskip-v4,360.68,454.0,93.32
-1537,junikeda,junikeda/dqn-SpaceInvadersNoFrameskip-v4,360.41999999999996,511.0,150.58
-1538,brightfarmns,brightfarmns/atari-games,360.33,707.0,346.67
-1539,Nonin,Nonin/SpaceInvadersNoFrameskip-4,360.31,545.0,184.69
-1540,ByteExplorer,ByteExplorer/dqn-SpaceInvadersNoFrameskip-v4,360.02,652.5,292.48
-1541,ahng79,ahng79/dqn-SpaceInvadersNoFrameskip-v4,359.92,470.5,110.58
-1542,prasanthntu,prasanthntu/dqn-SpaceInvadersNoFrameskip-v4,359.89,624.5,264.61
-1543,newwater,newwater/dqn-SpaceInvadersNoFrameskip-v4,359.85,527.5,167.65
-1544,EmmaRo,EmmaRo/SpaceInvadersNoFrameskip-v4,359.73,456.5,96.77
-1545,loupzeur,loupzeur/dqn-SpaceInvadersNoFrameskip-v4,359.72,599.5,239.78
-1546,TahsinZaman,TahsinZaman/dqn-SpaceInvadersNoFrameskip-v4,359.11,516.5,157.39
-1547,Arindam75,Arindam75/dqn-SpaceInvadersNoFrameskip,359.06,493.0,133.94
-1548,shubhamagarwal92,shubhamagarwal92/dqn-SpaceInvadersNoFrameskip-v4,359.03999999999996,577.0,217.96
-1549,Unterwexi,Unterwexi/dqn-SpaceInvadersNoFrameskip-v4,358.93,632.0,273.07
-1550,SpookyWooky5,SpookyWooky5/dqn-SpaceInvadersNoFrameskip-v4,358.85,601.5,242.65
-1551,dcv21,dcv21/dqn-SpaceInvadersNoFrameskip-v4,358.81,503.5,144.69
-1552,DarkAirforce,DarkAirforce/dqn-SpaceInvadersNoFrameskip-v4,358.76,534.0,175.24
-1553,Sudomannen,Sudomannen/dqn-SpaceInvadersNoFrameskip-v4,358.32,657.5,299.18
-1554,vjeansel,vjeansel/dqn-SI,358.2,471.0,112.8
-1555,homunculus,homunculus/dqn-SpaceInvadersNoFrameskip-v4,357.7,577.0,219.3
-1556,MainaMan,MainaMan/SpaceInvadersNoFrameskip-v4,357.61,573.0,215.39
-1557,UtopiansRareTruth,UtopiansRareTruth/dqn-SpaceInvadersNoFrameskip-v4,357.55,557.5,199.95
-1558,aratshimyanga,aratshimyanga/dqn-SpaceInvadersNoFrameskip-v4,357.39,624.0,266.61
-1559,shaojieee,shaojieee/dqn-SpaceInvadersNoFrameskip-v4,357.32,550.5,193.18
-1560,PeterDerLustige,PeterDerLustige/dqn-SpaceInvadersNoFrameskip-v4,356.98,640.5,283.52
-1561,ambi,ambi/dqn-SpaceInvadersNoFrameskip-v4,356.90999999999997,568.0,211.09
-1562,jannikskytt,jannikskytt/dqn-SpaceInvadersNoFrameskip-v4,356.8,659.0,302.2
-1563,dimi1357,dimi1357/dqn-SpaceInvadersNoFrameskip-v4,356.8,573.0,216.2
-1564,jordandavis,jordandavis/dqn-SpaceInvadersNoFrameskip-v4,356.52,697.0,340.48
-1565,MarkieMark1,MarkieMark1/dqn-SpaceInvadersNoFrameskip-v4,356.34000000000003,497.0,140.66
-1566,srinivasvl81,srinivasvl81/dqn-SpaceInvaders,356.28,635.0,278.72
-1567,pchiva,pchiva/dqn-SpaceInvadersNoFrameskip-v4,355.96000000000004,547.5,191.54
-1568,Kenemo,Kenemo/dqn-SpaceInvadersNoFrameskip-v4-1Msteps,355.96000000000004,500.5,144.54
-1569,H4nan,H4nan/dqn-SpaceInvadersNoFrameskip-v4,355.68,537.0,181.32
-1570,tanmayyyj,tanmayyyj/dqn-SpaceInvadersNoFrameskip-v4,355.36,627.0,271.64
-1571,thelfer,thelfer/dqn-SpaceInvadersNoFrameskip-v4,355.2,618.0,262.8
-1572,kyuwon416,kyuwon416/dqn-SpaceInvadersNoFrameskip-v4,355.14,527.0,171.86
-1573,ewertonfelipe,ewertonfelipe/dqn-SpaceInvadersNoFrameskip-v4,354.75,489.5,134.75
-1574,slopezay,slopezay/dqn-SpaceInvadersNoFrameskip-v4,354.44,499.5,145.06
-1575,bguisard,bguisard/dqn-SpaceInvadersNoFrameskip-v4,354.38,543.0,188.62
-1576,Segamboam,Segamboam/dqn-SpaceInvadersNoFrameskip-v4,354.15999999999997,568.5,214.34
-1577,colemane,colemane/dqn-SpaceInvadersNoFrameskip-v4,353.88,541.5,187.62
-1578,Hans14,Hans14/SpaceInvadersNoFrameskip,353.7,518.5,164.8
-1579,KayabaEngine,KayabaEngine/dqn-SpaceInvadersNoFrameskip-v4,353.69,717.5,363.81
-1580,PratikSahu,PratikSahu/dqn-SpaceInvadersNoFrameskip-v4,353.03999999999996,587.0,233.96
-1581,alsonlai,alsonlai/dqn-SpaceInvadersNoFrameskip-v4,352.93,499.5,146.57
-1582,jairNeto,jairNeto/dqn-SpaceInvadersNoFrameskip-v4,352.81,558.0,205.19
-1583,peterdamn,peterdamn/dqn-SpaceInvadersNoFrameskip-v4,352.8,720.0,367.2
-1584,kowalsky,kowalsky/SpaceInvaders-v4,352.66999999999996,490.0,137.33
-1585,whywynn,whywynn/dqn-SpaceInvadersNoFrameskip-v4,352.63,486.5,133.87
-1586,draziert,draziert/SpaceInvadersNoFrameskip-v4,352.55,576.0,223.45
-1587,dvesely,dvesely/dqn-SpaceInvadersNoFrameskip-v4,352.49,486.0,133.51
-1588,lorenzreyes,lorenzreyes/dqn-SpaceInvadersNoFrameskip-v4,352.44,475.0,122.56
-1589,Kuro96,Kuro96/dqn-SpaceInvadersNoFrameskip-v4,352.38,547.0,194.62
-1590,elshehawy,elshehawy/dqn-SpaceInvadersNoFrameskip-v4,352.11,605.0,252.89
-1591,alkiskoudounas,alkiskoudounas/dqn-SpaceInvadersNoFrameskip-v4,352.07,647.5,295.43
-1592,Mihail-P,Mihail-P/dqn-SpaceInvadersNoFrameskip-v4,351.72,441.5,89.78
-1593,DevozZ,DevozZ/dqn-SpaceInvadersNoFrameskip-v4,351.56,467.0,115.44
-1594,snicolau,snicolau/dqn-SpaceInvadersNoFrameskip-v4,351.51,505.5,153.99
-1595,gouse-73,gouse-73/DeepQN,351.5,640.0,288.5
-1596,yaohuacn,yaohuacn/dqn-SpaceInvadersNoFrameskip-v4,351.44,643.5,292.06
-1597,Actuary,Actuary/dqn-SpaceInvadersNoFrameskip-v4,351.43,724.5,373.07
-1598,NikitaBaramiia,NikitaBaramiia/dqn-SpaceInvadersNoFrameskip-v4,351.38,451.0,99.62
-1599,dzegan,dzegan/dqnAtari,350.25,547.5,197.25
-1600,jnacey2,jnacey2/dqn-SpaceInvadersNoFrameskip-v4,349.90999999999997,525.0,175.09
-1601,motmono,motmono/dqn-SpaceInvadersNoFrameskip-v4,349.74,491.5,141.76
-1602,Ziyu23,Ziyu23/dqn-SpaceInvadersNoFrameskip-v4,349.67,477.5,127.83
-1603,austinhoag,austinhoag/dqn-SpaceInvadersNoFrameskip-v4,349.58,467.5,117.92
-1604,yaystevek,yaystevek/dqn-SpaceInvadersNoFrameskip-v4,349.45,569.5,220.05
-1605,ImeneT,ImeneT/dqn-SpaceInvaders,349.16999999999996,585.0,235.83
-1606,Megalino111,Megalino111/dqn-SpaceInvadersNoFrameskip-v4,349.06,464.5,115.44
-1607,Retrial9842,Retrial9842/dqn-SpaceInvadersNoFrameskip-v4,348.85,552.0,203.15
-1608,Ktang2k,Ktang2k/dqn-SpaceInvadersNoFrameskip-v4,348.46000000000004,493.5,145.04
-1609,dn-gh,dn-gh/dqn-SpaceInvadersNoFrameskip-v4-1,348.34,614.0,265.66
-1610,eugene6,eugene6/dqn-SpaceInvadersNoFrameskip-v4,348.11,542.5,194.39
-1611,ramathuzen,ramathuzen/dqn_atari_unit_3,347.96000000000004,596.5,248.54
-1612,sarthakc44,sarthakc44/dqn-SpaceInvadersNoFrameskip-v1,347.62,447.0,99.38
-1613,Steddex,Steddex/dqn-SpaceInvadersNoFrameskip-v4,347.51,703.0,355.49
-1614,usix79,usix79/dqn-SpaceInvadersNoFrameskip-v4-13,347.47,537.5,190.03
-1615,harsh-raj-singh,harsh-raj-singh/dqn-SpaceInvadersNoFrameskip-v4,347.46000000000004,595.0,247.54
-1616,Falguni,Falguni/dqn-SpaceInvadersNoFrameskip-v4,347.22,480.0,132.78
-1617,Sookeyy,Sookeyy/dql-SpaceInvadersNoFrameskip-v4,347.13,690.5,343.37
-1618,victorivus,victorivus/dqn-SpaceInvadersNoFrameskip-v4,347.0,444.0,97.0
-1619,gracejwu,gracejwu/dqn-SpaceInvadersNoFrameskip-v4,346.78,627.0,280.22
-1620,ben-yu,ben-yu/dqn-SpaceInvadersNoFrameskip-v4,346.76,493.0,146.24
-1621,anders0204,anders0204/SpaceInvaders,346.52,582.0,235.48
-1622,hyllius,hyllius/SpaceInvaders,346.49,549.5,203.01
-1623,lucasbertola,lucasbertola/dqn-SpaceInvadersNoFrameskip-v4,346.36,590.5,244.14
-1624,ggiux,ggiux/dqn-SpaceInvadersNoFrameskip-v4,346.08000000000004,483.5,137.42
-1625,YaYaB,YaYaB/SpaceInvadersNoFrameskip-v4-1,346.02,511.0,164.98
-1626,jmurphy97,jmurphy97/dqn-SpaceInvadersNoFrameskip-v4,345.98,659.0,313.02
-1627,Krawcts,Krawcts/SpaceInvadersNoFrameskip-v4_2,345.98,489.5,143.52
-1628,Bingsu,Bingsu/dqn-SpaceInvadersNoFrameskip-v4,345.66999999999996,571.0,225.33
-1629,golightly,golightly/dqn-SpaceInvadersNoFrameskip-v4,345.43,526.0,180.57
-1630,Tstarshak,Tstarshak/dqn-SpaceInvadersNoFrameskip-v4,345.43,655.5,310.07
-1631,Eslam25,Eslam25/dqn-SpaceInvadersNoFrameskip-v4,345.34000000000003,564.5,219.16
-1632,Patil,Patil/dqn-SpaceInvadersNoFrameskip-v4,345.13,474.5,129.37
-1633,guocheng66,guocheng66/dqn-SpaceInvadersNoFrameskip-v4,344.93,536.0,191.07
-1634,ramonzaca,ramonzaca/dqn-SpaceInvadersNoFrameskip-v4,344.89,480.0,135.11
-1635,MarBar,MarBar/dqn-SpaceInvadersNoFrameskip-v4,344.53999999999996,521.5,176.96
-1636,Schwarzschild009,Schwarzschild009/dqn-SpaceInvadersNoFrameskip-v4,344.15,491.0,146.85
-1637,gauthamk28,gauthamk28/dqn-SpaceInvadersNoFrameskip-v4,343.5,665.0,321.5
-1638,Punit71,Punit71/dqn-SpaceInvadersNoFrameskip-v4,343.28,568.0,224.72
-1639,oml1111,oml1111/dqn-SpaceInvadersNoFrameskip-v4,342.6,648.0,305.4
-1640,MetaAnomie,MetaAnomie/dqn-SpaceInvadersNoFrameskip-v4,342.53,586.0,243.47
-1641,FernandoD95,FernandoD95/dqn-SpaceInvadersNoFrameskip-v4,342.46000000000004,511.5,169.04
-1642,cys,cys/dqn-SpaceInvadersNoFrameskip-v4,342.32,535.5,193.18
-1643,benderv,benderv/dqn-SpaceInvadersNoFrameskip-v4,342.06,521.5,179.44
-1644,marimurta,marimurta/dqn-SpaceInvadersNoFrameskip-v4,341.98,659.0,317.02
-1645,Nebyx,Nebyx/dqn-SpaceInvadersNoFrameskip-v4,341.84000000000003,567.0,225.16
-1646,adrienJeg,adrienJeg/dqn-SpaceInvadersNoFrameskip-v4,341.37,549.5,208.13
-1647,Amiko,Amiko/dqn-SpaceInvaders,340.72,550.5,209.78
-1648,ManarAli,ManarAli/dqn-SpaceInvadersNoFrameskip-v4,340.65,535.0,194.35
-1649,dhmeltzer,dhmeltzer/spaceinvaders_noskip_v4_dqn,340.43,525.5,185.07
-1650,sryu1,sryu1/dqn-SpaceInvadersNoFrameskip-v4,340.33000000000004,520.5,180.17
-1651,vrajur,vrajur/dqn-SpaceInvadersNoFrameskip-v4,340.11,643.0,302.89
-1652,anechaev,anechaev/dqn-SpaceInvadersNoFrameskip-v4,339.83,449.0,109.17
-1653,nikogarro,nikogarro/DQN-SpaceInvadersNoFrameskip-v4,339.63,466.0,126.37
-1654,jvvelzen,jvvelzen/dqn-SpaceInvadersNoFrameskip-v4,339.62,476.0,136.38
-1655,OcelotBane,OcelotBane/dqn-SpaceInvadersNoFrameskip-v4,339.35,666.5,327.15
-1656,Isaacp,Isaacp/dqn-SpaceInvadersNoFrameskip-v4,339.22,580.0,240.78
-1657,farukbuldur,farukbuldur/dqn-SpaceInvadersNoFrameskip-v4,338.77,445.5,106.73
-1658,lowrollr,lowrollr/dqn-SpaceInvadersNoFrameskip-v4,338.18,461.0,122.82
-1659,jquirion,jquirion/dqn-SpaceInvadersNoFrameskip-v4,338.08000000000004,510.5,172.42
-1660,chans,chans/dqn-SpaceInvadersNoFrameskip-v4,338.02,467.0,128.98
-1661,personnel,personnel/dqn-SpaceInvadersNoFrameskip-v4,337.95,504.5,166.55
-1662,nossal,nossal/dqn-SpaceInvadersNoFrameskip-v4,337.89,452.5,114.61
-1663,fabianmmueller,fabianmmueller/dqn-SpaceInvadersNoFrameskip-v4,337.85,645.0,307.15
-1664,andylolu24,andylolu24/dqn-SpaceInvadersNoFrameskip-v4,337.38,442.0,104.62
-1665,Luisfrdz,Luisfrdz/dqn-SpaceInvadersNoFrameskip-v4,337.15999999999997,502.5,165.34
-1666,mewbot97,mewbot97/qn-SpaceInvadersNoFrameskip-v1,337.15,419.5,82.35
-1667,ahmed-ali,ahmed-ali/dqn-SpaceInvadersNoFrameskip-v4,337.14,623.5,286.36
-1668,apparition,apparition/dqn-SpaceInvadersNoFrameskip-v4,336.93,545.5,208.57
-1669,amoselberg,amoselberg/dqn-SpaceInvadersNoFrameskip-v4,336.93,598.0,261.07
-1670,niks-salodkar,niks-salodkar/dqn-SpaceInvadersNoFrameskip-v4,336.55,578.5,241.95
-1671,jgalego,jgalego/dqn-SpaceInvadersNoFrameskip-v4,336.09000000000003,527.5,191.41
-1672,rram12,rram12/dqn-SpaceInvadersNoFrameskip-v4,335.85,567.0,231.15
-1673,popokola,popokola/dqn-SpaceInvadersNoFrameskip-v4-1m,335.72,494.5,158.78
-1674,lrthomps,lrthomps/dqn-SpaceInvadersNoFrameskip-v4,335.31,470.5,135.19
-1675,jaredoong,jaredoong/dqn-SpaceInvadersNoFrameskip-v4,335.05,551.5,216.45
-1676,ArneJa,ArneJa/Atari1,334.83000000000004,558.5,223.67
-1677,homunculus,homunculus/dqn-SpaceInvadersNoFrameskip-v4_1,334.68,506.0,171.32
-1678,ethompson93,ethompson93/SpaceInvadersNoFrameskip-v4,334.51,519.5,184.99
-1679,1aurent,1aurent/dqn-SpaceInvadersNoFrameskip-v4,334.15999999999997,511.5,177.34
-1680,joe-hug,joe-hug/dqn-SpaceInvadersNoFrameskip-v4,334.15,529.5,195.35
-1681,rahulsnkr,rahulsnkr/dqn-SpaceInvadersNoFrameskip-v4,333.95,507.0,173.05
-1682,ilyaster-rl,ilyaster-rl/dqn-SpaceInvadersNoFrameskip-v4-il,333.72,551.0,217.28
-1683,RayKau,RayKau/dqn-SpaceInvadersNoFrameskip-v4,333.71000000000004,538.0,204.29
-1684,jakezou,jakezou/dqn-SpaceInvadersNoFrameskip-v4,333.71,690.5,356.79
-1685,EdenYav,EdenYav/dqn-SpaceInvadersNoFrameskip-v4,332.42,427.0,94.58
-1686,smarquie,smarquie/dqn-SpaceInvadersNoFrameskip-v4,332.41999999999996,582.0,249.58
-1687,leandromiguel,leandromiguel/dqn-SpaceInvadersNoFrameskip-v4,332.35,475.5,143.15
-1688,JonhL,JonhL/dqn-SpaceInvadersNoFrameskip-v4,332.35,475.5,143.15
-1689,blghtr,blghtr/dqn-SpaceInvadersNoFrameskip-v4,332.34000000000003,571.0,238.66
-1690,BubbleJoe,BubbleJoe/SpaceInvadersNoFrameskip-v4,331.49,553.5,222.01
-1691,angelinux,angelinux/dqn-SpaceInvadersNoFrameskip-v4,331.39,447.5,116.11
-1692,andreatorch,andreatorch/dqn-SpaceInvadersNoFrameskip-v4,331.37,614.0,282.63
-1693,Wembo,Wembo/dqn-SpaceInvadersNoFrameskip-v4,331.34,615.0,283.66
-1694,namedotpg,namedotpg/dqn-SpaceInvadersTraining,330.26,488.5,158.24
-1695,simondh,simondh/SpaceInvadersNoFrameskip-v4,330.12,669.5,339.38
-1696,abdel1311,abdel1311/dqn-SpaceInvadersNoFrameskip-v4,328.84,639.5,310.66
-1697,pregonas,pregonas/dqn-SpaceInvadersNoFrameskip-v4,328.76,724.5,395.74
-1698,yogeshkulkarni,yogeshkulkarni/dqn-SpaceInvadersNoFrameskip-v4,328.53,519.0,190.47
-1699,JiriG,JiriG/dqn-SpaceInvadersNoFrameskip-v4,328.47,608.0,279.53
-1700,zyoscovits,zyoscovits/dqn-SpaceInvadersNoFrameskip-v4,328.44,480.0,151.56
-1701,propet,propet/dqn-SpaceInvadersNoFrameskip-v4,327.4,641.5,314.1
-1702,Mahmoud22,Mahmoud22/rl_zoo3_SpaceInvaders-v4,327.28999999999996,515.0,187.71
-1703,jz01,jz01/dqn-SpaceInvadersNoFrameskip-v4,326.65,548.5,221.85
-1704,adyprat,adyprat/dqn-SI4,326.28999999999996,468.0,141.71
-1705,huggingcats,huggingcats/dqn-SpaceInvadersNoFrameskip-v4,326.21,418.0,91.79
-1706,myklicious,myklicious/dqn-SpaceInvadersNoFrameskip-v4,325.93,462.0,136.07
-1707,rideadragon,rideadragon/dqn-SpaceInvadersNoFrameskip-v4,325.87,591.0,265.13
-1708,gaokaobishuati,gaokaobishuati/dqn-SpaceInvadersNoFrameskip-v4,325.02,580.0,254.98
-1709,mmhamdy,mmhamdy/dqn-SpaceInvadersNoFrameskip-v4,324.97,582.0,257.03
-1710,DimiNim,DimiNim/dqn-SpaceInvadersNoFrameskip-v4,324.87,550.0,225.13
-1711,labicquette,labicquette/dqn-spaceinvaders,324.81,656.0,331.19
-1712,ZyXin,ZyXin/dqn-SpaceInvadersNoFrameskip-v4,324.69,617.0,292.31
-1713,cyrodw,cyrodw/dqn-SpaceInvadersNoFrameskip-v4,324.59,635.0,310.41
-1714,smko77,smko77/dqn-SpaceInvadersNoFrameskip-v4,323.97,501.0,177.03
-1715,philipladuca,philipladuca/dqn-spaceIncadersNoFrameskip-v4,323.81,401.5,77.69
-1716,vind,vind/dqn-SpaceInvadersNoFrameskip-v4-1M,323.69,490.0,166.31
-1717,chikoto,chikoto/dqn-SpaceInvadersNoFrameskip-v4,323.62,494.0,170.38
-1718,jwright94,jwright94/dqn-SpaceInvadersNoFrameskip-v4,323.5,449.0,125.5
-1719,PeerNorback,PeerNorback/dqn-SpaceInvadersNoFrameskip-v4,323.35,599.0,275.65
-1720,VenomAI,VenomAI/DQN-SpaceInvadersNFS-v4,323.11,511.0,187.89
-1721,nikxtaco,nikxtaco/dqn-SpaceInvadersNoFrameskip-v4,322.83,586.0,263.17
-1722,menoua,menoua/dqn-SpaceInvadersNoFrameskip-v4,322.8,483.5,160.7
-1723,KubiakJakub01,KubiakJakub01/dqn-SpaceInvadersNoFrameskip-v4,322.77,571.5,248.73
-1724,Jedalc,Jedalc/dqn-SpaceInvadersNoFrameskip-v,322.37,498.0,175.63
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-1726,kerwin7,kerwin7/dqn-SpaceInvadersNoFrameskip-v4,322.08000000000004,498.5,176.42
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-1728,RyanOrth,RyanOrth/dqn-SpaceInvadersNoFrameskip-v4,321.72,609.5,287.78
-1729,pcapp,pcapp/dqn-SpaceInvadersNoFrameskip-v4,321.32,587.0,265.68
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-1734,DiegoD616,DiegoD616/dqn-SpaceInvadersNoFrameskip-v4,320.22,489.5,169.28
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-1736,saurabh2086,saurabh2086/dqn-SpaceInvadersNoFrameskip-v4,319.34,688.5,369.16
-1737,adrian47,adrian47/dqn-SpaceInvadersNoFrameskip-v4,319.19,475.5,156.31
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-1739,Falcinspire,Falcinspire/dqn-SpaceInvadersNoFrameskip-v4,318.83,619.0,300.17
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-1741,mkahari,mkahari/dqn-SpaceInvadersNoFrameskip-v4,318.03,514.0,195.97
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-1748,Yureeh,Yureeh/dqn-SpaceInvadersNoFrameskip-v4,316.65,512.5,195.85
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-1758,Ahmet2250,Ahmet2250/vanilladqn-SpaceInvadersNoFrameskip-v4,313.36,491.5,178.14
-1759,apurva19,apurva19/dqn-SpaceInvadersNoFrameskip-v2,313.31,450.5,137.19
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-1767,jproman,jproman/dqn-SpaceInvadersNoFrameskip-v4,311.74,514.0,202.26
-1768,optimopium,optimopium/dqn-SpaceInvadersNoFrameskip-v4,311.16,769.5,458.34
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-1770,Kinahem,Kinahem/dqn-SpaceInvadersNoFrameskip-v4,310.34000000000003,511.0,200.66
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-1772,aymenkhs,aymenkhs/dqn-SpaceInvadersNoFrameskip-v4,310.24,515.0,204.76
-1773,BoschAI,BoschAI/dqn-SpaceInvadersNoFrameskip-v4,309.31,543.5,234.19
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-1776,masterdezign,masterdezign/dqn1-SpaceInvadersNoFrameskip-v4,307.65999999999997,450.0,142.34
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-1782,sanguineAlacrity,sanguineAlacrity/dqn-SpaceInvadersNoFrameskip-v4,305.53,455.0,149.47
-1783,haidlir,haidlir/SpaceInvadersNoFrameskip-v4-DQN,304.94,485.5,180.56
-1784,Periramm,Periramm/dqn-SpaceInvadersNoFrameskip-v4,304.85,481.0,176.15
-1785,fgeyer,fgeyer/dqn-SpaceInvadersNoFrameskip-v4,304.77,783.5,478.73
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-1787,henrikho,henrikho/dqn-SpaceInvadersNoFrameskip-v4,304.69,505.0,200.31
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-1789,MNQuinn,MNQuinn/dqn-SpaceInvadersNoFrameskip-v4,304.08,679.5,375.42
-1790,OldCrazyCoder,OldCrazyCoder/dqn-SpaceInvadersNoFrameskip-v4,303.91999999999996,450.0,146.08
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-1796,xiazeng,xiazeng/dqn-SpaceInvadersNoFrameskip-v4,303.29,614.0,310.71
-1797,sergey-antonov,sergey-antonov/dqn-SpaceInvadersNoFrameskip-v4,302.5,493.5,191.0
-1798,hectorjelly,hectorjelly/dqn-SpaceInvadersNoFrameskip-v4,302.49,650.5,348.01
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-1803,Sofiane-Alla,Sofiane-Alla/dqn-SpaceInvadersNoFrameskip-v4,301.03,460.5,159.47
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-1809,infinitejoy,infinitejoy/ppo-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
-1810,infinitejoy,infinitejoy/dqn-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
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-1812,reneeshdenny,reneeshdenny/dqn-SpaceInvadersNoFrameskip-v4,298.5,472.0,173.5
-1813,Abhinay0926,Abhinay0926/DQN_spaceinvadors,298.39,706.0,407.61
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-1815,adhisetiawan,adhisetiawan/dqn-SpaceInvadersNoFrameskip-v4,297.62,522.0,224.38
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-1817,beebeckzzz,beebeckzzz/dqn-SpaceInvadersNoFrameskip-v1,297.0,661.0,364.0
-1818,catrabbitbear,catrabbitbear/dqn-SpaceInvadersNoFrameskip-v4,296.88,579.0,282.12
-1819,greg-szopinski,greg-szopinski/dqn-SpaceInvadersNoFrameskip-v4-baseline,296.8,514.5,217.7
-1820,eduiqe,eduiqe/dqn-SpaceInvadersNoFrameskip-v4,296.62,478.5,181.88
-1821,bhadresh-savani,bhadresh-savani/dqn-SpaceInvadersNoFrameskip-v4,296.43,469.5,173.07
-1822,justlotw,justlotw/SpaceInvadersv4,296.01,799.0,502.99
-1823,eswardivi,eswardivi/dqn-SpaceInvadersNoFrameskip-v4,295.93,392.5,96.57
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-1825,amannlp,amannlp/dqn-SpaceInvadersNoFrameskip-v4,295.11,462.0,166.89
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-1889,Schadom,Schadom/dqn-SpaceInvadersNoFrameskip-v4-v5,272.7,390.0,117.3
-1890,Brhnglc,Brhnglc/dqn-SpaceInvadersNoFrameskip-v4,272.26,385.0,112.74
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-1894,ImDachun,ImDachun/dqn-SpaceInvadersNoFrameskip-v4,271.33000000000004,421.5,150.17
-1895,pasto2003,pasto2003/dqn-SpaceInvadersNoFrameskip-v4,270.14,497.5,227.36
-1896,Jobiniah,Jobiniah/Space_Invaders_DQN,269.97,390.5,120.53
-1897,britojr,britojr/dqn-SpaceInvadersNoFrameskip-v4,269.45,522.5,253.05
-1898,cosmic-cactus,cosmic-cactus/dqn-SpaceInvadersNoFrameskip-v4,269.39,391.5,122.11
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-1902,thien1892,thien1892/dqn-SpaceInvadersNoFrameskip-v4,268.03999999999996,448.0,179.96
-1903,PhysHunter,PhysHunter/dqn-SpaceInvadersNoFrameskip-v4,267.46,387.0,119.54
-1904,PaulineJamin,PaulineJamin/dqn-SpaceInvadersNoFrameskip-v4,267.08000000000004,475.5,208.42
-1905,rzambrano,rzambrano/dqn-SpaceInvadersNoFrameskip-v4,267.07,527.0,259.93
-1906,khaleelsyed,khaleelsyed/dqn-SpaceInvadersNoFrameskip-v4,266.97,499.0,232.03
-1907,AIexanderDicke,AIexanderDicke/deep-rl-course-unit-3,266.14,380.0,113.86
-1908,scronberg,scronberg/dqn-SpaceInvadersNoFrameskip-v4,265.91999999999996,475.0,209.08
-1909,cytsai,cytsai/dqn-SpaceInvadersNoFrameskip-v4,265.5,421.0,155.5
-1910,kelestemur,kelestemur/dqn-SpaceInvadersNoFrameskip-v4-500K,265.4,390.0,124.6
-1911,sgoodfriend,sgoodfriend/vpg-SpaceInvadersNoFrameskip-v4,265.33,285.83,20.5
-1912,WeeBitQuixotic,WeeBitQuixotic/dqn-SpaceInvadersNoFrameskip-v4,265.26,386.5,121.24
-1913,ElmoVT,ElmoVT/qrdqn-SpaceInvadersNoFrameskip-v4,265.22,534.0,268.78
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-1915,Jeibros,Jeibros/SpaceInvadersNoFrameskip-v4,264.71000000000004,460.5,195.79
-1916,RandenBanuelos,RandenBanuelos/dqn-SpaceInvadersNoFrameskip-v4,264.6,545.5,280.9
-1917,Feldi,Feldi/dqn-SpaceInvadersNoFrameskip-v4,264.15,383.5,119.35
-1918,arhamk,arhamk/dqn-SpaceInvadersNoFrameskip-v4,264.07,433.0,168.93
-1919,niltheory,niltheory/dqn-SpaceInvaders-v4,263.39,500.5,237.11
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-1921,gurpreetmukker,gurpreetmukker/dqn-SpaceInvadersNoFrameskip-v4,261.38,485.0,223.62
-1922,Bahtiyar7,Bahtiyar7/dqn-SpaceInvadersNoFrameskip-v4,261.11,416.5,155.39
-1923,techandy42,techandy42/dqn-SpaceInvadersNoFrameskip-v4,258.93,667.5,408.57
-1924,Paperbag,Paperbag/dqn-SpaceInvadersNoFrameskip-v4,258.83,367.0,108.17
-1925,aphi,aphi/dqn-SpaceInvadersNoFrameskip-v4_1,258.76,330.5,71.74
-1926,HamZurger,HamZurger/DQN_SpaceInvadersNoFrameskip,258.68,365.0,106.32
-1927,akgeni,akgeni/SpaceInvadersNoFrameskip_1M,258.44,374.0,115.56
-1928,sadra-barikbin,sadra-barikbin/dqn-SpaceInvadersNoFrameskip-v4,258.28999999999996,451.0,192.71
-1929,AkkyMa,AkkyMa/SpaceInvaders,258.16999999999996,462.0,203.83
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-1938,jorgelzn,jorgelzn/dqn-SpaceInvadersNoFrameskip-v4,254.27,403.0,148.73
-1939,jerick5555,jerick5555/SpaceInvadersNoFrameSkip-v4,254.14,508.0,253.86
-1940,jucamohedano,jucamohedano/dqn-SpaceInvadersNoFrameskip-v4,254.1,392.0,137.9
-1941,jasman0186,jasman0186/dqn-SpaceInvadersNoFrameskip-v4,253.86,409.0,155.14
-1942,ichacon,ichacon/dqn-SpaceInvadersNoFrameskio-v4-0.0.1,253.84,337.0,83.16
-1943,Rihong,Rihong/dqn-SpaceInvadersNoFrameskip-v4,253.49,431.0,177.51
-1944,kforkai,kforkai/dqn-SpaceInvadersNoFrameskip-v4,253.35,352.0,98.65
-1945,FnSK4R17s,FnSK4R17s/dqn-SpaceInvadersNoFrameskip-v4,252.74,414.0,161.26
-1946,shoaibazam,shoaibazam/dqn-SpaceInvadersNoFrameskip-v4,252.68,466.0,213.32
-1947,sagarsdesai,sagarsdesai/dqn-SpaceInvadersNoFrameskip-v4,252.56,394.5,141.94
-1948,mrm8488,mrm8488/dqn-SpaceInvadersNoFrameskip-v4-3,251.18,349.0,97.82
-1949,mmg10,mmg10/dqn-SpaceInvadersNoFrameskip-v4,251.07999999999998,352.5,101.42
-1950,gaarsmu,gaarsmu/atari_invaders_1M,250.29,390.0,139.71
-1951,Art-phys,Art-phys/dqn-SpaceInvadersNoFrameskip-v4,250.2,601.0,350.8
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-1953,mahmoud-mohey,mahmoud-mohey/dqn-SpaceInvadersNoFrameskip-v4-t2,248.43,375.0,126.57
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-1955,salim4n,salim4n/dqn-SpaceInvadersNoFrameskip-v4,248.01,385.0,136.99
-1956,hmatzner,hmatzner/dqn-SpaceInvadersNoFrameskip-v4v2,247.4,447.0,199.6
-1957,joncam14,joncam14/dqn-SpaceInvadersNoFrameskip-v4,246.75,357.0,110.25
-1958,SaudxInu,SaudxInu/dqn-SpaceInvadersNoFrameskip-v4,246.73000000000002,607.5,360.77
-1959,jakubgajski,jakubgajski/dqn-SpaceInvadersNoFrameskip-v4,246.05,412.0,165.95
-1960,mehrzad-shahin,mehrzad-shahin/dqn-SpaceInvadersNoFrameskip-v4,245.11,413.0,167.89
-1961,PanoEvJ,PanoEvJ/SpaceInvadersNoFrameskip,244.01,423.0,178.99
-1962,sh-holmes,sh-holmes/dqn-SpaceInvadersNoFrameskip-v4,243.13,397.0,153.87
-1963,mdapri,mdapri/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1964,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-25000-timesteps,243.0,274.5,31.5
-1965,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-100000-timesteps,243.0,274.5,31.5
-1966,juanfkurucz,juanfkurucz/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1967,jackhhhh,jackhhhh/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1968,harshil128,harshil128/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1969,emmade-1999,emmade-1999/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1970,dean-r,dean-r/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1971,bothrajat,bothrajat/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1972,bjarlestam,bjarlestam/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1973,anna-t,anna-t/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1974,Taratata,Taratata/dqn-SpaceInvadersNoFrameskip-v4-v2,243.0,274.5,31.5
-1975,Sergendel,Sergendel/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1976,RohithKumar,RohithKumar/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1977,RagnaChris,RagnaChris/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1978,ManishW,ManishW/dqn-SpaceInvadersNoFrameskipSmall-v1,243.0,274.5,31.5
-1979,M331,M331/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1980,LucianoDeben,LucianoDeben/SpaceInvadersNoFrameskip,243.0,274.5,31.5
-1981,ItchyB,ItchyB/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1982,Hatman,Hatman/dqn-SpaceInvadersNoFrameskip-v,243.0,274.5,31.5
-1983,Harm,Harm/dqn-SpaceInvadersNoFrameskip-v4-200k,243.0,274.5,31.5
-1984,Hariprasath28,Hariprasath28/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1985,Glen,Glen/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1986,Dewa,Dewa/dqn-SpaceInvadersNoFrameskip-v4-version-6,243.0,274.5,31.5
-1987,mshibatatt,mshibatatt/dqn-SpaceInvadersNoFrameskip-v4,241.61,262.5,20.89
-1988,zacdennis,zacdennis/dqn-SpaceInvadersNoFrameskip-v4,241.0,379.0,138.0
-1989,Jackman4399,Jackman4399/SpaceInvadersNoFrameskip-v4,240.72,462.5,221.78
-1990,dyingc,dyingc/dqn-SpaceInvadersNoFrameskip-v4,240.62,350.0,109.38
-1991,SwampMan,SwampMan/dqn_cont-SpaceInvadersNoFrameskip-v4,240.34,398.5,158.16
-1992,Teunis89,Teunis89/dqn-SpaceInvadersNoFrameskip-v4,239.91,418.5,178.59
-1993,VicBeltran,VicBeltran/dqn-SpaceInvadersNoFrameskip-v4,239.51,332.5,92.99
-1994,zjoe,zjoe/dqn-SpaceInvadersNoFrameskip-v4,239.44,404.0,164.56
-1995,avontell,avontell/space-invaders,238.98,436.5,197.52
-1996,AdiKompella,AdiKompella/dqn-SpaceInvadersNoFrameskip-v4,238.66,395.5,156.84
-1997,LieUr,LieUr/dqn-SpaceInvadersNoFrameskip-v4,238.46,367.5,129.04
-1998,WasuratS,WasuratS/dqn-SpaceInvaderNoFrameskip-v4,238.43,471.5,233.07
-1999,Nyxynyx,Nyxynyx/dqn-SpaceInvadorsNoFrameskip-v4,238.13,521.0,282.87
-2000,kaliputra,kaliputra/dqn-SpaceInvadersNoFrameskip-v4,237.16,361.5,124.34
-2001,prajapatisarvesh,prajapatisarvesh/dqn-SpaceInvadersNoFrameskip-v4,237.06,360.5,123.44
-2002,ProtonH,ProtonH/dqn-SpaceInvadersNoFrameskip-v4,236.54,407.0,170.46
-2003,Oleg78,Oleg78/dqnSpaceI,236.43,347.5,111.07
-2004,Harri,Harri/dqn-SpaceInvadersNoFrameskip-v4,236.21,459.0,222.79
-2005,JEdappully,JEdappully/dqn-SpaceInvadersNoFrameskip-v4,234.46,288.5,54.04
-2006,iubeda,iubeda/dqn-SpaceInvadersNoFrameskip-v4,234.24,491.5,257.26
-2007,jamesthong,jamesthong/dqn-SpaceInvadersNoFrameskip-v4,234.05,383.5,149.45
-2008,sunil18p31a0101,sunil18p31a0101/dqn-SpaceInvadersNoFrameskip-v4,233.97,402.5,168.53
-2009,OlgaVityuk,OlgaVityuk/DeepQLearning_Atari,233.23000000000002,712.0,478.77
-2010,Malaika,Malaika/dqn-SpaceInvadersNoFrameskip-v4,233.19,336.0,102.81
-2011,nasheed,nasheed/dqn-SpaceInvadersNoFrameskip-v4,232.82999999999998,301.5,68.67
-2012,strianta,strianta/dqn-SpaceInvadersNoFrameskip-v4,231.67,393.0,161.33
-2013,StefanoCaloni,StefanoCaloni/dqn-SpaceInvaders,230.74,299.0,68.26
-2014,Gadersd,Gadersd/dqn-SpaceInvadersNoFrameskip-v4,229.15,404.5,175.35
-2015,MHaurel,MHaurel/dqn-SpaceInvadersNoFrameskip-v4,228.92,364.5,135.58
-2016,quartz14,quartz14/dqn_atari,228.83,461.0,232.17
-2017,cthiriet,cthiriet/dqn-SpaceInvadersNoFrameskip-v4,228.1,323.5,95.4
-2018,Dharmasish,Dharmasish/dqn-SpaceInvadersNoFrameskip-v4,227.96,404.5,176.54
-2019,PriyanshS,PriyanshS/dqn-SpaceInvadersNoFrameskip-v4,227.95999999999998,564.5,336.54
-2020,zhundred,zhundred/SpaceInvadersNoFrameskip-v4,227.72,415.0,187.28
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-2023,JiemingYou,JiemingYou/dqn-SpaceInvadersNoFrameskip-v4,226.09,403.5,177.41
-2024,dnarqq,dnarqq/dqn-SpaceInvadersNoFrameskip-v4,225.01,303.5,78.49
-2025,Aitor,Aitor/dqn-SpaceInvadersNoFrameskip-v4-v2,223.97,354.5,130.53
-2026,gan11,gan11/dqn-SpaceInvadersNoFrameskip-v4,223.8,346.5,122.7
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-2106,zslrmhb,zslrmhb/SpacesInvadersNoFrameskip-v4,197.9,347.5,149.6
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-2127,JJJJerry,JJJJerry/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-2128,FadySamy,FadySamy/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
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-2131,VenomAI,VenomAI/DQN-SpaceInvadersNFS-lite-v4,190.28,311.5,121.22
-2132,surprisal-optimizer,surprisal-optimizer/dqn-SpaceInvadersNoFrameskip-v4,190.21,364.0,173.79
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-2311,mkuntz,mkuntz/dqn-SpaceInvaderNoFrameskip-v4,2.960000000000001,15.5,12.54
-2312,feng5520,feng5520/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
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-2314,delizious,delizious/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
-2315,auriolar,auriolar/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
-2316,alvarez,alvarez/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
-2317,akoshel,akoshel/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
-2318,UmerHA,UmerHA/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
-2319,Rschmaelzle,Rschmaelzle/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
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-2321,GillesEverling,GillesEverling/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
-2322,Dugerij,Dugerij/dqn-SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
-2323,DavidCollier,DavidCollier/SpaceInvader,2.960000000000001,15.5,12.54
-2324,Alt41r,Alt41r/SpaceInvadersNoFrameskip-v4,2.960000000000001,15.5,12.54
-2325,erud1t3,erud1t3/dqn-SpaceInvadersNoFrameskip-v4,2.8900000000000006,16.5,13.61
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-2329,bantou41,bantou41/dqn-SpaceInvadersNoFrameskip-v4,2.16,14.5,12.34
-2330,akgeni,akgeni/dqn-SpaceInvadersNoFrameskip-v4,2.16,14.5,12.34
-2331,VijaiKM,VijaiKM/dqn-SpaceInvadersNoFrameskip-v4,2.16,14.5,12.34
-2332,Dewa,Dewa/dqn-SpaceInvadersNoFrameskip-v4-version-5,2.16,14.5,12.34
-2333,CoreyMorris,CoreyMorris/SpaceInvadersNoFrameskip-v4-short,2.16,14.5,12.34
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