diff --git "a/SpaceInvadersNoFrameskip-v4.csv" "b/SpaceInvadersNoFrameskip-v4.csv"
--- "a/SpaceInvadersNoFrameskip-v4.csv"
+++ "b/SpaceInvadersNoFrameskip-v4.csv"
@@ -101,8 +101,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 100,McCheng,McCheng/dqn-SpaceInvadersNoFrameskip-v4,568.12,950.5,382.38
 101,Ellipsoul,Ellipsoul/dqn-SpaceInvadersNoFrameskip-v4,563.77,786.0,222.23
 102,chqmatteo,chqmatteo/dqn-SpaceInvadersNoFrameskip-v4,563.08,662.0,98.92
-103,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4_v2,562.26,705.0,142.74
-104,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4,562.26,705.0,142.74
+103,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4,562.26,705.0,142.74
+104,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4_v2,562.26,705.0,142.74
 105,julien-rsbrg,julien-rsbrg/dqn-SpaceInvadersNoFrameskip-v4,562.0699999999999,695.5,133.43
 106,andrei-saceleanu,andrei-saceleanu/dqn-SpaceInvadersNoFrameskip-v4_2,560.6,846.5,285.9
 107,zorgluf,zorgluf/dqn-SpaceInvadersNoFrameskip-v4,560.3,689.0,128.7
@@ -159,8 +159,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 158,0xkrm,0xkrm/dqn-SpaceInvadersNoFrameskip-v4,538.0,814.5,276.5
 159,linksaiyajin,linksaiyajin/dqn-SpaceInvadersNoFrameskip-v4,536.69,667.0,130.31
 160,jaybeeja,jaybeeja/dqn-SpaceInvadersNoFrameskip-v4,536.67,666.5,129.83
-161,samyukthacodes,samyukthacodes/dqn-SpaceInvadersNoFrameskip-v4,536.66,596.5,59.84
-162,jakka,jakka/dqn-SpaceInvadersNoFrameskip-v4_1,536.66,769.0,232.34
+161,jakka,jakka/dqn-SpaceInvadersNoFrameskip-v4_1,536.66,769.0,232.34
+162,samyukthacodes,samyukthacodes/dqn-SpaceInvadersNoFrameskip-v4,536.66,596.5,59.84
 163,MarcusAGray,MarcusAGray/dqn-SpaceInvadersNoFrameskip-v4,536.53,669.5,132.97
 164,c72599,c72599/dqn-SpaceInvadersNoFrameskip-v4,536.3,747.0,210.7
 165,Antiraedus,Antiraedus/dqn-SpaceInvadersNoFrameskip-v4,536.1800000000001,816.5,280.32
@@ -193,10 +193,10 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 192,dasaprakashk,dasaprakashk/dqn-SpaceInvadersNoFrameskip-v4,528.4,768.5,240.1
 193,leahsuperb,leahsuperb/dqn-SpaceInvadersNoFrameskip-v4,528.12,909.0,380.88
 194,thomas2112,thomas2112/dqn-SpaceInvadersNoFrameskip-v4,527.99,622.5,94.51
-195,ThomasSimonini,ThomasSimonini/TEST_v2-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
-196,ThomasSimonini,ThomasSimonini/TEST_v2_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
+195,ThomasSimonini,ThomasSimonini/TEST_v2_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
+196,ThomasSimonini,ThomasSimonini/TEST_v-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
 197,adzcai,adzcai/dqn-SpaceInvadersNoFrameskip-v4,527.96,736.0,208.04
-198,ThomasSimonini,ThomasSimonini/TEST_v-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
+198,ThomasSimonini,ThomasSimonini/TEST_v2-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
 199,RegisGraptin,RegisGraptin/dqn-SpaceInvadersNoFrameskip-v4,527.71,692.0,164.29
 200,marii,marii/dqn-SpaceInvadersNoFrameskip-v4,527.4300000000001,658.5,131.07
 201,IngoTB303,IngoTB303/dqn-SpaceInvadersNoFrameskip-v4,527.4200000000001,792.5,265.08
@@ -308,13 +308,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 307,Scrwed,Scrwed/dqn-SpaceInvadersNoFrameskip-v4,505.54,613.5,107.96
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-310,mpekey,mpekey/dqn-SpaceInvadersNoFrameskip-v4,503.68,602.0,98.32
-311,huijian222,huijian222/dqn-SpaceInvadersNoFrameskip-v4,503.68,697.0,193.32
+310,huijian222,huijian222/dqn-SpaceInvadersNoFrameskip-v4,503.68,697.0,193.32
+311,mpekey,mpekey/dqn-SpaceInvadersNoFrameskip-v4,503.68,602.0,98.32
 312,FabienDaniel,FabienDaniel/space_invader,503.48,622.0,118.52
 313,shubhxms,shubhxms/dqn-SpaceInvadersNoFrameskip-v4,503.39,619.5,116.11
 314,SarvasvaK,SarvasvaK/dqn-SpaceInvadersNoFrameskip-v4,503.25,592.0,88.75
-315,omarcevi,omarcevi/dqn-SpaceInvadersNoFrameskip-v4,503.24,617.5,114.26
-316,JamesEJarvis,JamesEJarvis/dqn-SpaceInvadersNoFrameskip-v4,503.24,607.0,103.76
+315,JamesEJarvis,JamesEJarvis/dqn-SpaceInvadersNoFrameskip-v4,503.24,607.0,103.76
+316,omarcevi,omarcevi/dqn-SpaceInvadersNoFrameskip-v4,503.24,617.5,114.26
 317,Closen,Closen/dqn-SpaceInvadersNoFrameskip-v4,503.22,832.5,329.28
 318,zoltantensorfow,zoltantensorfow/dqn-SpaceInvadersNoFrameskip-v4-d,503.17,787.5,284.33
 319,kasunw,kasunw/dqn-SpaceInvadersNoFrameskip-v4,502.85,637.5,134.65
@@ -329,8 +329,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 328,myu233,myu233/dqn-SpaceInvadersNoFrameskip-v4,499.25,590.0,90.75
 329,harisumant,harisumant/dqn-SpaceInvadersNoFrameskip-v4,498.95,600.5,101.55
 330,PraveenKishore,PraveenKishore/dqn-SpaceInvadersNoFrameskip-v4,498.81,626.5,127.69
-331,FreelancerFel,FreelancerFel/dqn-SpaceInvadersNoFrameskip-v4,498.53,692.5,193.97
-332,FreelancerFel,FreelancerFel/dqn_SpaceInvader,498.53,692.5,193.97
+331,FreelancerFel,FreelancerFel/dqn_SpaceInvader,498.53,692.5,193.97
+332,FreelancerFel,FreelancerFel/dqn-SpaceInvadersNoFrameskip-v4,498.53,692.5,193.97
 333,epsil,epsil/dqn-SpaceInvadersNoFrameskip-v4,498.37,637.5,139.13
 334,ifti98,ifti98/dqn-SpaceInvadersNoFrameskip,498.15999999999997,592.0,93.84
 335,andyleow,andyleow/dqn-SpaceInvadersNoFrameskip-v4,497.62,637.5,139.88
@@ -507,16 +507,16 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 506,dcarpintero,dcarpintero/dqn-SpaceInvadersNoFrameskip-v4,469.82,705.5,235.68
 507,Brain22,Brain22/dqn-SpaceInvadersNoFrameskip-v4,469.68,635.0,165.32
 508,odiaz1066,odiaz1066/DQN-SpaceInvadersNoFrameskip-v4,469.6,606.5,136.9
-509,reachrkr,reachrkr/dqn-SpaceInvadersNoFrameskip-v4,469.58,562.0,92.42
-510,dineshresearch,dineshresearch/dqn-SpaceInvadersNoFrameskip-v4-v1,469.58,562.0,92.42
+509,dineshresearch,dineshresearch/dqn-SpaceInvadersNoFrameskip-v4-v1,469.58,562.0,92.42
+510,reachrkr,reachrkr/dqn-SpaceInvadersNoFrameskip-v4,469.58,562.0,92.42
 511,sb3,sb3/ppo-SpaceInvadersNoFrameskip-v4,469.2,886.5,417.3
 512,Schoolar,Schoolar/dqn-SpaceInvadersNoFrameskip-v4,469.19,747.0,277.81
 513,SatishBethi,SatishBethi/DQN-SpaceInvadersNoFrameskip-v4,469.13,666.5,197.37
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 515,kenlui,kenlui/dqn-SpaceInvadersNoFrameskip-v4,468.84,828.5,359.66
 516,giocs2017,giocs2017/dqn-SpaceInvadersNoFrameskip-v4-gio,468.75,595.0,126.25
-517,jariasn,jariasn/dqn-SpaceInvadersNoFrameskip-v4,468.63,587.0,118.37
-518,Emperor-WS,Emperor-WS/dqn-SpaceInvadersNoFrameskip-v4,468.63,587.0,118.37
+517,Emperor-WS,Emperor-WS/dqn-SpaceInvadersNoFrameskip-v4,468.63,587.0,118.37
+518,jariasn,jariasn/dqn-SpaceInvadersNoFrameskip-v4,468.63,587.0,118.37
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 520,jjhonny,jjhonny/dqn-SpaceInvadersNoFrameskip-v4,468.44,615.5,147.06
 521,CanadaKasper,CanadaKasper/dqn-SpaceInvadersNoFrameskip-v4,468.26,655.5,187.24
@@ -601,8 +601,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 600,kstiers,kstiers/dqn-SpaceInvaders,456.53999999999996,698.0,241.46
 601,GoldenShotgun,GoldenShotgun/dqn-SpaceInvadersNoFrameskip,456.53,574.0,117.47
 602,gnieto,gnieto/DRL_unit3,456.48,614.0,157.52
-603,rr3khan,rr3khan/SpaceInvadersNoFrameskip-v4,456.47,574.0,117.53
-604,GauthamB,GauthamB/dqn-SpaceInvadersNoFrameskip-v4,456.47,606.5,150.03
+603,GauthamB,GauthamB/dqn-SpaceInvadersNoFrameskip-v4,456.47,606.5,150.03
+604,rr3khan,rr3khan/SpaceInvadersNoFrameskip-v4,456.47,574.0,117.53
 605,danmorris427,danmorris427/dqn-SpaceInvadersNoFrameskip-v4,456.43,679.0,222.57
 606,AliSab,AliSab/dqn-SpaceInvadersNoFrameskip-v4,456.40999999999997,636.0,179.59
 607,send-it,send-it/dqn-SpaceInvadersNoFrameskip-v4,456.32,558.5,102.18
@@ -615,11 +615,11 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 614,chradden,chradden/dqn-SpaceInvadersNoFrameskip-v4,454.1,589.5,135.4
 615,mrvincenzo,mrvincenzo/dqn-SpaceInvadersNoFrameskip-v4,454.07,872.0,417.93
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-617,stevbach,stevbach/dqn-SpaceInvadersNoFrameskip-v4,454.0,526.0,72.0
-618,WilliamADSP,WilliamADSP/dqn-SpaceInvadersNoFrameskip-v4-v3,454.0,662.5,208.5
+617,WilliamADSP,WilliamADSP/dqn-SpaceInvadersNoFrameskip-v4-v3,454.0,662.5,208.5
+618,stevbach,stevbach/dqn-SpaceInvadersNoFrameskip-v4,454.0,526.0,72.0
 619,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4,453.77,818.5,364.73
-620,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.2,453.77,818.5,364.73
-621,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.1,453.77,818.5,364.73
+620,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.1,453.77,818.5,364.73
+621,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.2,453.77,818.5,364.73
 622,Ellbendls,Ellbendls/dqn-SpaceInvadersNoFrameskip-v4,453.46000000000004,615.0,161.54
 623,idealflaw,idealflaw/dqn-SpaceInvadersNoFrameskip-v4,453.44,639.0,185.56
 624,BanUrsus,BanUrsus/dqn-SpaceInvadersNoFrameskip-v4,453.26,599.5,146.24
@@ -712,8 +712,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 711,rossHuggingMay,rossHuggingMay/dqn-SpaceInvadersNoFrameskip-v4,441.43,621.0,179.57
 712,ghze,ghze/dqn-SpaceInvadersNoFrameskip-v4,440.97,573.5,132.53
 713,albertcalin,albertcalin/dqn-SpaceInvadersNoFrameskip-v4,440.9,569.5,128.6
-714,heziyevv,heziyevv/dqn-SpaceInvadersNoFrameskip-v4,440.77,668.5,227.73
-715,AmineEA,AmineEA/dqn-SpaceInvadersNoFrameskip-v4,440.77,870.0,429.23
+714,AmineEA,AmineEA/dqn-SpaceInvadersNoFrameskip-v4,440.77,870.0,429.23
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 716,ghassenhannachi,ghassenhannachi/dqn-SpaceInvadersNoFrameskip-v4,440.7,723.5,282.8
 717,ankandrew,ankandrew/3-Frames-DQN-SpaceInvadersNoFrameskip-v4,440.69,540.5,99.81
 718,BaleChen,BaleChen/dqn-SpaceInvadersNoFrameskip-v4-test,440.67,545.0,104.33
@@ -741,8 +741,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 740,Galeros,Galeros/dqn-SpaceInvadersNoFrameskip-v4,437.85,525.0,87.15
 741,FlavienDeseure,FlavienDeseure/dqn-SpaceInvadersNoFrameskip-v4,437.73,634.5,196.77
 742,FredericProtat,FredericProtat/dqn-SpaceInvadersNoFrameskip-v4,437.49,691.0,253.51
-743,Developer-Karthi,Developer-Karthi/dqn-SpaceInvadersNoFrameskip-v4,437.18,649.0,211.82
-744,coddiw0mple,coddiw0mple/dqn-SpaceInvadersNoFrameskip-v4,437.18,656.0,218.82
+743,coddiw0mple,coddiw0mple/dqn-SpaceInvadersNoFrameskip-v4,437.18,656.0,218.82
+744,Developer-Karthi,Developer-Karthi/dqn-SpaceInvadersNoFrameskip-v4,437.18,649.0,211.82
 745,rdesarz,rdesarz/dqn-atari,437.13,607.0,169.87
 746,aga3134,aga3134/dqn-SpaceInvadersNoFrameskip-v4,436.78,532.0,95.22
 747,SwampMan,SwampMan/dqn-SpaceInvadersNoFrameskip-v4,436.57,591.0,154.43
@@ -769,8 +769,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 768,NXBY,NXBY/dqn-SpaceInvadersNoFrameskip-v4,433.74,510.5,76.76
 769,mun33b,mun33b/dqn-SpaceInvadersNoFrameskip-v4,433.39,523.5,90.11
 770,Francesco-A,Francesco-A/dqn-SpaceInvadersNoFrameskip-v4,433.38,622.0,188.62
-771,c-q,c-q/dqn-SpaceInvadersNoFrameskip-v4,433.23,689.5,256.27
-772,foreverip,foreverip/dqn-SpaceInvadersNoFrameskip-v4,433.23,603.0,169.77
+771,foreverip,foreverip/dqn-SpaceInvadersNoFrameskip-v4,433.23,603.0,169.77
+772,c-q,c-q/dqn-SpaceInvadersNoFrameskip-v4,433.23,689.5,256.27
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 775,m-aliabbas1,m-aliabbas1/dqn-SpaceInvadersNoFrameskip-v4,432.65,807.5,374.85
@@ -840,8 +840,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 839,sarahpuspdew,sarahpuspdew/DeepRLCourse_Unit3-dqn-SpaceInvadersNoFrameskip-v4,425.5,614.0,188.5
 840,OliP,OliP/dqn-SpaceInvadersNoFrameskip-v4,425.45,572.0,146.55
 841,tooucci,tooucci/Atari,425.06,576.0,150.94
-842,mgarciav,mgarciav/dqn-SpaceInvadersNoFrameskip-v4,424.93,676.5,251.57
-843,mertyazan,mertyazan/dqn-SpaceInvadersNoFrameskip-v4,424.93,605.0,180.07
+842,mertyazan,mertyazan/dqn-SpaceInvadersNoFrameskip-v4,424.93,605.0,180.07
+843,mgarciav,mgarciav/dqn-SpaceInvadersNoFrameskip-v4,424.93,676.5,251.57
 844,mcamara,mcamara/dqn-SpaceInvadersNoFrameskip-v4,424.65,622.0,197.35
 845,FBM,FBM/dqn-SpaceInvadersNoFrameskip-v4,424.39,525.5,101.11
 846,SnoopKilla,SnoopKilla/dqn-SpaceInvadersNoFrameskip-v4,424.3,508.5,84.2
@@ -958,8 +958,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 957,sivan22,sivan22/dqn-SpaceInvadersNoFrameskip-v4,407.66999999999996,567.5,159.83
 958,brunonishimoto,brunonishimoto/dqn-SpaceInvadersNoFrameskip-v4,407.31,660.5,253.19
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+961,th1s1s1t,th1s1s1t/dqn-SpaceInvadersNoFrameskip-v4,406.91999999999996,600.0,193.08
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 964,manuelmaiorano,manuelmaiorano/dqn-SpaceInvadersNoFrameskip-v4,406.6,721.0,314.4
@@ -986,8 +986,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 985,ksmcg,ksmcg/dqn-spaceinvaders-ksmcg,403.06,614.0,210.94
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 987,Adi0010,Adi0010/SpaceInvadersNoFrameskip-v4,402.86,645.0,242.14
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 992,Fer14,Fer14/dqn-SpaceInvadersNoFrameskip,402.52,501.0,98.48
@@ -1201,8 +1201,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1200,J4F4N4F,J4F4N4F/SpaceInvader,366.18,488.0,121.82
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-1203,Sera47,Sera47/dqn-SpaceInvadersNoFrameskip-v4,365.90999999999997,540.5,174.59
-1204,jobeid1,jobeid1/dqn-SpaceInvadersNoFrameskip-v4,365.90999999999997,587.0,221.09
+1203,jobeid1,jobeid1/dqn-SpaceInvadersNoFrameskip-v4,365.90999999999997,587.0,221.09
+1204,Sera47,Sera47/dqn-SpaceInvadersNoFrameskip-v4,365.90999999999997,540.5,174.59
 1205,s-himmi,s-himmi/dqn-SpaceInvadersNoFrameskip-v4-classic,365.78999999999996,621.5,255.71
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 1207,georgao,georgao/dqn-SpaceInvadersNoFrameskip-v4,365.41999999999996,532.5,167.08
@@ -1215,8 +1215,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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 1216,aleks0309,aleks0309/dqn-SpaceInvadersNoFrameskip-v4,363.55,580.5,216.95
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-1218,MikkelGodsk,MikkelGodsk/dqn-SpaceInvadersNoFrameskip-v4,363.4,477.0,113.6
+1217,MikkelGodsk,MikkelGodsk/dqn-SpaceInvadersNoFrameskip-v4,363.4,477.0,113.6
+1218,AnnaMats,AnnaMats/dqn-SpaceInvadersNoFrameskip-v4,363.4,494.5,131.1
 1219,fatcat22,fatcat22/dqn-SpaceInvadersNoFrameskip-v4,363.08000000000004,543.5,180.42
 1220,Nake,Nake/dqn-SpaceInvadersNoFrameskip-v4,363.05,509.5,146.45
 1221,jcastanyo,jcastanyo/dqn-SpaceInvadersNoFrameskip-v4,362.91,644.0,281.09
@@ -1345,559 +1345,560 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1344,jgalego,jgalego/dqn-SpaceInvadersNoFrameskip-v4,336.09000000000003,527.5,191.41
 1345,rram12,rram12/dqn-SpaceInvadersNoFrameskip-v4,335.85,567.0,231.15
 1346,lrthomps,lrthomps/dqn-SpaceInvadersNoFrameskip-v4,335.31,470.5,135.19
-1347,ArneJa,ArneJa/Atari1,334.83000000000004,558.5,223.67
-1348,1aurent,1aurent/dqn-SpaceInvadersNoFrameskip-v4,334.15999999999997,511.5,177.34
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