diff --git "a/SpaceInvadersNoFrameskip-v4.csv" "b/SpaceInvadersNoFrameskip-v4.csv"
--- "a/SpaceInvadersNoFrameskip-v4.csv"
+++ "b/SpaceInvadersNoFrameskip-v4.csv"
@@ -20,8 +20,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 19,osanseviero,osanseviero/TEST_VM_ppo-SpaceInvadersNoFrameskip-v43,879.0,879.0,0.0
 20,mcaoun,mcaoun/dqn-spaceinvaders,878.97,1603.0,724.03
 21,iblub,iblub/dqn-SpaceInvadersNoFrameskip-v4,876.24,1415.0,538.76
-22,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4,841.2,1092.0,250.8
-23,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4-2,841.2,1092.0,250.8
+22,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4-2,841.2,1092.0,250.8
+23,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4,841.2,1092.0,250.8
 24,sgoodfriend,sgoodfriend/a2c-SpaceInvadersNoFrameskip-v4,838.78,1084.06,245.28
 25,Corianas,Corianas/qrdqn-3Frame-SpaceInvadersNoFrameskip_1,810.41,1582.0,771.59
 26,bitcloud2,bitcloud2/dqn-SpaceInvadersNoFrameskip-v4,802.9,1295.0,492.1
@@ -95,8 +95,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 94,McCheng,McCheng/dqn-SpaceInvadersNoFrameskip-v4,568.12,950.5,382.38
 95,Ellipsoul,Ellipsoul/dqn-SpaceInvadersNoFrameskip-v4,563.77,786.0,222.23
 96,chqmatteo,chqmatteo/dqn-SpaceInvadersNoFrameskip-v4,563.08,662.0,98.92
-97,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4,562.26,705.0,142.74
-98,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4_v2,562.26,705.0,142.74
+97,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4_v2,562.26,705.0,142.74
+98,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4,562.26,705.0,142.74
 99,julien-rsbrg,julien-rsbrg/dqn-SpaceInvadersNoFrameskip-v4,562.0699999999999,695.5,133.43
 100,andrei-saceleanu,andrei-saceleanu/dqn-SpaceInvadersNoFrameskip-v4_2,560.6,846.5,285.9
 101,zorgluf,zorgluf/dqn-SpaceInvadersNoFrameskip-v4,560.3,689.0,128.7
@@ -184,8 +184,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 183,dasaprakashk,dasaprakashk/dqn-SpaceInvadersNoFrameskip-v4,528.4,768.5,240.1
 184,leahsuperb,leahsuperb/dqn-SpaceInvadersNoFrameskip-v4,528.12,909.0,380.88
 185,thomas2112,thomas2112/dqn-SpaceInvadersNoFrameskip-v4,527.99,622.5,94.51
-186,ThomasSimonini,ThomasSimonini/TEST_v2-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
-187,ThomasSimonini,ThomasSimonini/TEST_v-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
+186,ThomasSimonini,ThomasSimonini/TEST_v-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
+187,ThomasSimonini,ThomasSimonini/TEST_v2-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
 188,adzcai,adzcai/dqn-SpaceInvadersNoFrameskip-v4,527.96,736.0,208.04
 189,ThomasSimonini,ThomasSimonini/TEST_v2_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
 190,RegisGraptin,RegisGraptin/dqn-SpaceInvadersNoFrameskip-v4,527.71,692.0,164.29
@@ -215,12 +215,12 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 214,virusapex,virusapex/ppo-SpaceInvadersNoFrameskip-v4-best,520.54,826.5,305.96
 215,Neronuser,Neronuser/dqn-SpaceInvadersNoFrameskip-no-r,520.49,821.0,300.51
 216,Roberto,Roberto/dqn-SpaceInvadersNoFrameskip-v4,520.06,775.0,254.94
-217,ThomasSimonini,ThomasSimonini/FINALTEST_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
-218,ThomasSimonini,ThomasSimonini/TEST_v2_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
+217,ThomasSimonini,ThomasSimonini/TEST_v2_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
+218,ThomasSimonini,ThomasSimonini/FINALTEST_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
 219,ThomasSimonini,ThomasSimonini/FINALTEST_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
 220,BerserkerMother,BerserkerMother/dqn-SpaceInvadersNoFrameskip-v4,519.27,837.0,317.73
-221,daripaez,daripaez/dqn-SpaceInvadersNoFrameskip-v4_2,519.22,887.5,368.28
-222,aidenlee,aidenlee/dqn-SpaceInvadersNoFrameskip-v4,519.22,645.5,126.28
+221,aidenlee,aidenlee/dqn-SpaceInvadersNoFrameskip-v4,519.22,645.5,126.28
+222,daripaez,daripaez/dqn-SpaceInvadersNoFrameskip-v4_2,519.22,887.5,368.28
 223,emmashe15,emmashe15/dqn-SpaceInvadersNoFrameskip-v4,519.21,663.5,144.29
 224,chist,chist/dqn-SpaceInvadersNoFrameskip-v4,518.01,660.0,141.99
 225,brad,brad/dqn-SpaceInvadersNoFrameskip-v4,517.79,905.5,387.71
@@ -394,8 +394,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 393,Liphos,Liphos/dqn-SpaceInvaders,484.81,597.0,112.19
 394,Bandika,Bandika/DQNSpaceInvadersNoFrameskip,484.36,673.5,189.14
 395,Luksal,Luksal/dqn-SpaceInvadersNoFrameskip-v4,484.27,532.5,48.23
-396,robinsk8a,robinsk8a/dqn-SpaceInvadersNoFrameskip-v4,484.26,676.0,191.74
-397,Yanrds,Yanrds/dqn-SpaceInvadersNoFrameskip-v4,484.26,650.0,165.74
+396,Yanrds,Yanrds/dqn-SpaceInvadersNoFrameskip-v4,484.26,650.0,165.74
+397,robinsk8a,robinsk8a/dqn-SpaceInvadersNoFrameskip-v4,484.26,676.0,191.74
 398,eddyyeo,eddyyeo/dqn-SpaceInvadersNoFrameskip-v,484.08,611.5,127.42
 399,Flooow,Flooow/dqn-SpaceInvadersNoFrameskip-v4,483.95,797.0,313.05
 400,kikijiki,kikijiki/dqn-SpaceInvadersNoFrameskip-v4,483.72,628.0,144.28
@@ -434,8 +434,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 433,akanametov,akanametov/dqn-SpaceInvadersNoFrameskip-v4,478.8,552.5,73.7
 434,ThoDum,ThoDum/dqn-SpaceInvadersNoFrameskip-v4,478.69,667.0,188.31
 435,vodanh4299,vodanh4299/dqn-SpaceInvadersNoFrameskip-v4,478.67,748.0,269.33
-436,andrei-saceleanu,andrei-saceleanu/dqn-SpaceInvadersNoFrameskip-v4,478.65999999999997,667.0,188.34
-437,pryjuli,pryjuli/atari,478.65999999999997,635.5,156.84
+436,pryjuli,pryjuli/atari,478.65999999999997,635.5,156.84
+437,andrei-saceleanu,andrei-saceleanu/dqn-SpaceInvadersNoFrameskip-v4,478.65999999999997,667.0,188.34
 438,ChhayaKumarDas,ChhayaKumarDas/dqn-SpaceInvadersNoFrameskip-v4,478.1,650.5,172.4
 439,Jbot,Jbot/dqn-SpaceInvadersNoFrameskip-v4,477.95,669.5,191.55
 440,pinaggle,pinaggle/dqn-SpaceInvadersNoFrameskip-v4,477.62,623.5,145.88
@@ -456,8 +456,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 455,jrauch4,jrauch4/dqn-SpaceInvadersNoFrameskip-v4,475.33000000000004,690.5,215.17
 456,xianbin,xianbin/dqn-SpaceInvadersNoFrameskip-v4_2,475.22,620.0,144.78
 457,kenzo4433,kenzo4433/dqn-SpaceInvadersNoFrameskip-v4,475.01,798.0,322.99
-458,SaathvikD,SaathvikD/dqn-SpaceInvadersNoFrameskip-v4,474.73,766.5,291.77
-459,stevaras2,stevaras2/dqn-SpaceInvadersNoFrameskip-v4,474.73,569.5,94.77
+458,stevaras2,stevaras2/dqn-SpaceInvadersNoFrameskip-v4,474.73,569.5,94.77
+459,SaathvikD,SaathvikD/dqn-SpaceInvadersNoFrameskip-v4,474.73,766.5,291.77
 460,xian79,xian79/dqn-SpaceInvadersNoFrameskip-v4,474.68,526.5,51.82
 461,rebolforces,rebolforces/dqn-SpaceInvadersNoFrameskip-v4,474.47,739.5,265.03
 462,splusminusx,splusminusx/dqn-SpaceInvadersNoFrameskip-v4,474.44,560.0,85.56
@@ -523,8 +523,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 522,Gueze,Gueze/dqn-SpaceInvadersNoFrameskip-v4,464.19,568.5,104.31
 523,undrwolf,undrwolf/dqn-SpaceInvadersNoFrameskip-v4,464.08000000000004,597.5,133.42
 524,Mihail-P,Mihail-P/dqn-SpaceInvadersNoFrameskip-v4_2,463.37,684.0,220.63
-525,sleepynlp,sleepynlp/dqn-SpaceInvadersNoFrameskip-v4-leo,463.34000000000003,604.5,141.16
-526,sleepynlp,sleepynlp/dqn-SpaceInvadersNoFrameskip-v4,463.34000000000003,604.5,141.16
+525,sleepynlp,sleepynlp/dqn-SpaceInvadersNoFrameskip-v4,463.34000000000003,604.5,141.16
+526,sleepynlp,sleepynlp/dqn-SpaceInvadersNoFrameskip-v4-leo,463.34000000000003,604.5,141.16
 527,zhuqi,zhuqi/dqn-SpaceInvadersNoFrameskip-v4-10M,463.34,797.0,333.66
 528,douglch,douglch/dqn-SpaceInvadersNoFrameskip-v4,463.33000000000004,662.0,198.67
 529,rodri2023,rodri2023/dqn-SpaceInvadersNoFrameskip-v4,463.16999999999996,690.0,226.83
@@ -545,8 +545,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 544,gaiamolinaro,gaiamolinaro/dqn-SpaceInvadersNoFrameskip-v4,460.36,676.5,216.14
 545,haanjack,haanjack/dqn-SpaceInvadersNoFrameskip-v4,460.13,678.5,218.37
 546,iamjoy,iamjoy/dqn-SpaceInvadersNoFrameskip-v4-10lakh,460.09000000000003,630.0,169.91
-547,Oslaw,Oslaw/dqn-SpaceInvadersNoFrameskip-v4,460.02,632.0,171.98
-548,james0248,james0248/SpaceInvadersNoFrameskip-v4,460.02,729.0,268.98
+547,james0248,james0248/SpaceInvadersNoFrameskip-v4,460.02,729.0,268.98
+548,Oslaw,Oslaw/dqn-SpaceInvadersNoFrameskip-v4,460.02,632.0,171.98
 549,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4,459.97,661.5,201.53
 550,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4_3,459.97,661.5,201.53
 551,giniwini,giniwini/dqn-SpaceInvadersNoFrameskip-v4,459.90999999999997,675.0,215.09
@@ -587,9 +587,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 586,bonadio,bonadio/dqn-SpaceInvadersNoFrameskip-v4,454.01,514.0,59.99
 587,stevbach,stevbach/dqn-SpaceInvadersNoFrameskip-v4,454.0,526.0,72.0
 588,WilliamADSP,WilliamADSP/dqn-SpaceInvadersNoFrameskip-v4-v3,454.0,662.5,208.5
-589,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.1,453.77,818.5,364.73
-590,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.2,453.77,818.5,364.73
-591,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4,453.77,818.5,364.73
+589,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4,453.77,818.5,364.73
+590,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.1,453.77,818.5,364.73
+591,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.2,453.77,818.5,364.73
 592,Ellbendls,Ellbendls/dqn-SpaceInvadersNoFrameskip-v4,453.46000000000004,615.0,161.54
 593,idealflaw,idealflaw/dqn-SpaceInvadersNoFrameskip-v4,453.44,639.0,185.56
 594,BanUrsus,BanUrsus/dqn-SpaceInvadersNoFrameskip-v4,453.26,599.5,146.24
@@ -617,8 +617,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 616,lnros,lnros/dqn-SpaceInvadersNoFrameskip-v4,449.6,676.0,226.4
 617,arb9p4,arb9p4/dqn-SpaceInvadersNoFrameskip-v4,449.38,627.5,178.12
 618,akgeni,akgeni/qrdqn-SpaceInvadersNoFrameskip-v4,449.05,731.0,281.95
-619,sb3,sb3/dqn-SpaceInvadersNoFrameskip-v4,448.74,680.0,231.26
-620,maidh,maidh/dqn-SpaceInvadersNoFrameskip-v4,448.74,680.0,231.26
+619,maidh,maidh/dqn-SpaceInvadersNoFrameskip-v4,448.74,680.0,231.26
+620,sb3,sb3/dqn-SpaceInvadersNoFrameskip-v4,448.74,680.0,231.26
 621,Rubywong123,Rubywong123/dqn-SpaceInvadersNoFrameskip,448.59000000000003,621.0,172.41
 622,Kittitouch,Kittitouch/dqn-SpaceInvadersNoFrameskip-v4,448.58000000000004,697.5,248.92
 623,NathanaelM,NathanaelM/dqn-SpaceInvadersNoFrameskip-v4,448.32,577.5,129.18
@@ -650,8 +650,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 649,dbaibak,dbaibak/dqn-SpaceInvadersNoFrameskip-v4,445.17,760.5,315.33
 650,FelipePasquevich,FelipePasquevich/dqn-SpaceInvadersNoFrameskip-v4,445.08000000000004,592.0,146.92
 651,petergoldstein,petergoldstein/dqn-SpaceInvadersNoFrameskip-v1,445.08,542.5,97.42
-652,1daniar,1daniar/SpaceInvadersNoFrameskip-v4,444.9,570.0,125.1
-653,KPrashanth,KPrashanth/dqn-SpaceInvadersNoFrameskip-v4,444.9,761.0,316.1
+652,KPrashanth,KPrashanth/dqn-SpaceInvadersNoFrameskip-v4,444.9,761.0,316.1
+653,1daniar,1daniar/SpaceInvadersNoFrameskip-v4,444.9,570.0,125.1
 654,kreepy,kreepy/dqn-SpaceInvadersNoFrameskip-vsc,444.64,593.0,148.36
 655,QuickSilver007,QuickSilver007/dqn-SpaceInvadersNoFrameskip-v4,444.40999999999997,580.0,135.59
 656,sunflowermarshmallows,sunflowermarshmallows/dqn-SpaceInvadersNoFrameskip-v4,444.11,629.0,184.89
@@ -677,8 +677,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 676,unfinity,unfinity/dqn-SpaceInvadersNoFrameskip-v4,441.45,559.0,117.55
 677,rossHuggingMay,rossHuggingMay/dqn-SpaceInvadersNoFrameskip-v4,441.43,621.0,179.57
 678,albertcalin,albertcalin/dqn-SpaceInvadersNoFrameskip-v4,440.9,569.5,128.6
-679,heziyevv,heziyevv/dqn-SpaceInvadersNoFrameskip-v4,440.77,668.5,227.73
-680,AmineEA,AmineEA/dqn-SpaceInvadersNoFrameskip-v4,440.77,870.0,429.23
+679,AmineEA,AmineEA/dqn-SpaceInvadersNoFrameskip-v4,440.77,870.0,429.23
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 681,ghassenhannachi,ghassenhannachi/dqn-SpaceInvadersNoFrameskip-v4,440.7,723.5,282.8
 682,ankandrew,ankandrew/3-Frames-DQN-SpaceInvadersNoFrameskip-v4,440.69,540.5,99.81
 683,BaleChen,BaleChen/dqn-SpaceInvadersNoFrameskip-v4-test,440.67,545.0,104.33
@@ -752,8 +752,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 751,pindar,pindar/spaceinvaders_v4,431.3,517.5,86.2
 752,Shivraj8615,Shivraj8615/dqn-SpaceInvadersNoFrameskip-v4,430.87,643.0,212.13
 753,hyunussarioglu,hyunussarioglu/dqn-SpaceInvadersNoFrameskip-v4,430.78,556.5,125.72
-754,sliu,sliu/sliu-dqn-atari,430.76,691.5,260.74
-755,Varaprabha,Varaprabha/dqn-SpaceInvadersNoFrameskip-v4,430.76,660.5,229.74
+754,Varaprabha,Varaprabha/dqn-SpaceInvadersNoFrameskip-v4,430.76,660.5,229.74
+755,sliu,sliu/sliu-dqn-atari,430.76,691.5,260.74
 756,ahjim0m0,ahjim0m0/dqn-SpaceInvadersNoFrameskip-v4_v1,430.71000000000004,583.5,152.79
 757,cmenasse,cmenasse/dqn-SpaceInvadersNoFrameskip-v4,430.69,626.5,195.81
 758,odeshays,odeshays/dqn-SpaceInvadersNoFrameskip-v4,430.5,588.5,158.0
@@ -860,8 +860,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 859,andge,andge/dqn-SpaceInvadersNoFrameskip-v4,415.78999999999996,630.0,214.21
 860,sachaguer,sachaguer/dqn-SpaceInvadersNoFrameskip-v4,415.6,540.0,124.4
 861,calwoo,calwoo/dqn-SpaceInvadersNoFrameskip-v4,415.2,533.0,117.8
-862,roshan77,roshan77/dqn-SpaceInvadersNoFrameskip-v4,415.01,568.0,152.99
-863,vicfeuga,vicfeuga/dqn-SpaceInvadersNoFrameskip-v4,415.01,545.5,130.49
+862,vicfeuga,vicfeuga/dqn-SpaceInvadersNoFrameskip-v4,415.01,545.5,130.49
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 864,HilbertS,HilbertS/dqn-SpaceInvadersNoFrameskip-v4,414.99,639.0,224.01
 865,eldraco,eldraco/dqn-SpaceInvadersNoFrameskip-v4,414.63,566.0,151.37
 866,nachshonc,nachshonc/RLunit3,414.28,625.5,211.22
@@ -997,823 +997,824 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 996,mmontecino,mmontecino/dqn-SpaceInvadersNoFrameskip-v4,392.12,615.5,223.38
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+1000,arkadyark,arkadyark/dqn-SpaceInvadersNoFrameskip-v4-ppo,391.9,862.5,470.6
+1001,alexliap,alexliap/SpaceInvdaders,391.86,608.0,216.14
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+1003,tsuneji,tsuneji/dqn-SpaceInvadersNoFrameskip-v4,391.63,631.5,239.87
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