diff --git "a/SpaceInvadersNoFrameskip-v4.csv" "b/SpaceInvadersNoFrameskip-v4.csv"
--- "a/SpaceInvadersNoFrameskip-v4.csv"
+++ "b/SpaceInvadersNoFrameskip-v4.csv"
@@ -18,1341 +18,1342 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 17,osanseviero,osanseviero/TEST_VM_ppo-SpaceInvadersNoFrameskip-v43,879.0,879.0,0.0
 18,mcaoun,mcaoun/dqn-spaceinvaders,878.97,1603.0,724.03
 19,iblub,iblub/dqn-SpaceInvadersNoFrameskip-v4,876.24,1415.0,538.76
-20,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4,841.2,1092.0,250.8
-21,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4-2,841.2,1092.0,250.8
+20,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4-2,841.2,1092.0,250.8
+21,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4,841.2,1092.0,250.8
 22,sgoodfriend,sgoodfriend/a2c-SpaceInvadersNoFrameskip-v4,838.78,1084.06,245.28
 23,Corianas,Corianas/qrdqn-3Frame-SpaceInvadersNoFrameskip_1,810.41,1582.0,771.59
 24,bitcloud2,bitcloud2/dqn-SpaceInvadersNoFrameskip-v4,802.9,1295.0,492.1
-25,Corianas,Corianas/dqn-SpaceInvadersNoFrameskip-v4_2,764.0699999999999,1136.5,372.43
-26,Nishant91,Nishant91/dqn-SpaceInvadersNoFrameskip-v4,748.4300000000001,942.5,194.07
-27,erniechiew,erniechiew/dqn-SpaceInvadersNoFrameskip-v4,707.46,1021.5,314.04
-28,schrilax,schrilax/dqn-SpaceInvadersNoFrameskip-v4,705.3199999999999,1129.5,424.18
-29,ulevitsky,ulevitsky/dqn-SpaceInvadersNoFrameskip-v4,694.8,980.0,285.2
-30,virusapex,virusapex/ppo-SpaceInvadersNoFrameskip-v4,694.37,975.5,281.13
-31,0xid,0xid/dqn-SpaceInvadersNoFrameskip-v4,686.31,1051.5,365.19
-32,sgoodfriend,sgoodfriend/ppo-SpaceInvadersNoFrameskip-v4,674.97,1023.12,348.15
-33,Kastakin,Kastakin/dqn-SpaceInvadersNoFrameskip-v4,670.4100000000001,986.0,315.59
-34,joefarrington,joefarrington/dqn-SpaceInvadersNoFrameskip-v4,663.0699999999999,977.0,313.93
-35,makaveli10,makaveli10/dqn-space-invaders,661.61,905.0,243.39
-36,0xid,0xid/qrdqn-SpaceInvadersNoFrameskip-v4,652.19,1528.0,875.81
-37,malibanekg,malibanekg/dqn-SpaceInvadersNoFrameskip-v4,651.15,998.5,347.35
-38,klashenrik,klashenrik/dqn-SpaceInvadersNoFrameskip-v4,648.21,991.0,342.79
-39,massimowww,massimowww/dqn-SpaceInvadersNoFrameskip-v4,646.38,1026.0,379.62
-40,ArneL2206,ArneL2206/dqn-SpaceInvadersNoFrameskip-v4,644.98,922.0,277.02
-41,qgallouedec,qgallouedec/ppo-SpaceInvadersNoFrameskip-v4-2978466957,644.85,1157.0,512.15
-42,Qilex,Qilex/ppo-SpaceInvadersNoFrameskip-v2,644.03,1012.5,368.47
-43,dbarbedillo,dbarbedillo/dqn-SpaceInvadersNoFrameskip-v4,633.39,955.5,322.11
-44,gmojko,gmojko/SpaceInvadersNoFrameskip-v4,631.45,799.5,168.05
-45,claudiodev,claudiodev/dqn-SpaceInvadersNoFrameskip-v4,625.8399999999999,945.0,319.16
-46,hugoguh,hugoguh/dqn-SpaceInvadersNoFrameskip-v4,625.78,927.0,301.22
-47,macb,macb/dqn-SpaceInvadersNoFrameskip-v4,625.5799999999999,1009.5,383.92
-48,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4_no-render,619.11,1059.0,439.89
-49,saikiranp,saikiranp/dqn-SpaceInvadersNoFrameskip-v4,614.02,774.5,160.48
-50,qgallouedec,qgallouedec/ppo-SpaceInvadersNoFrameskip-v4-2582233519,611.17,1124.0,512.83
-51,kurohige,kurohige/dqn-SpaceInvaders-v4,610.78,730.5,119.72
-52,Y-T-G,Y-T-G/dqn-SpaceInvadersNoFrameskip-v4,610.65,912.5,301.85
-53,eldraco,eldraco/dqn-SpaceInvadersNoFrameskip-v4-v4,609.76,985.0,375.24
-54,slomek,slomek/dqn-SpaceInvadersNoFrameskip-v4,600.8199999999999,854.0,253.18
-55,HaiderAUT,HaiderAUT/dqn-SpaceInvadersNoFrameskip-v4,600.04,889.5,289.46
-56,Iamvincent,Iamvincent/dqn-SpaceInvadersNoFrameskip-v4,599.38,799.0,199.62
-57,jcgarciaca,jcgarciaca/dqn-SpaceInvadersNoFrameskip-v4,599.36,779.0,179.64
-58,mgfrantz,mgfrantz/dql-SpaceInvadersNoFrameskip-v4,599.28,1003.5,404.22
-59,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-3000000-timesteps,595.0699999999999,825.0,229.93
-60,janzw,janzw/jan-dqn-SpaceInvadersNoFrameskip-v4,594.04,876.0,281.96
-61,Corianas,Corianas/dqn-SpaceInvadersNoFrameskip-v4_21.6.22,592.37,866.5,274.13
-62,mili7522,mili7522/dqn-SpaceInvadersNoFrameskip-v4,590.8299999999999,885.0,294.17
-63,ckauth,ckauth/dqn-SpaceInvadersNoFrameskip-v4,589.39,867.5,278.11
-64,sherrytan,sherrytan/dqn-SpaceInvadersNoFrameskip-v4,586.23,796.0,209.77
-65,Agog,Agog/SpaceInvaders,583.35,677.0,93.65
-66,ankandrew,ankandrew/dqn-SpaceInvadersNoFrameskip-v4,583.24,809.5,226.26
-67,huanvo88,huanvo88/dqn-SpaceInvadersNoFrameskip-v4,581.4,733.5,152.1
-68,lotek93,lotek93/dqn-SpaceInvadersNoFrameskip-v4_2,578.6700000000001,968.5,389.83
-69,c0ldstudy,c0ldstudy/dqn-SpaceInvadersNoFrameskip-v4,576.52,854.0,277.48
-70,giggling-squid,giggling-squid/space_invaders_dqn_v1,576.34,805.0,228.66
-71,eryzml,eryzml/dqn-SpaceInvadersNoFrameskip-v4-TEST_2,574.8399999999999,872.5,297.66
-72,mark-e,mark-e/dqn-SpaceInvadersNoFrameskip-v4,572.47,956.0,383.53
-73,Bunkerj,Bunkerj/dqn-SpaceInvadersNoFrameskip-v4,571.24,783.0,211.76
-74,qgallouedec,qgallouedec/ppo-SpaceInvadersNoFrameskip-v4-1351941688,570.27,885.5,315.23
-75,sinhprous,sinhprous/dqn-SpaceInvadersNoFrameskip-v4-3,568.65,925.0,356.35
-76,sinhprous,sinhprous/dqn-SpaceInvadersNoFrameskip-v4,568.65,925.0,356.35
-77,Forkits,Forkits/dqn-SpaceInvadersNoFrameskip-v4,568.52,844.5,275.98
-78,spatial,spatial/dqn-SpaceInvadersNoFrameskip-v4,568.22,758.0,189.78
-79,McCheng,McCheng/dqn-SpaceInvadersNoFrameskip-v4,568.12,950.5,382.38
-80,Ellipsoul,Ellipsoul/dqn-SpaceInvadersNoFrameskip-v4,563.77,786.0,222.23
-81,chqmatteo,chqmatteo/dqn-SpaceInvadersNoFrameskip-v4,563.08,662.0,98.92
-82,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4_v2,562.26,705.0,142.74
+25,yuval6967,yuval6967/dqn-SpaceInvadersNoFrameskip-v4,793.9100000000001,1097.5,303.59
+26,Corianas,Corianas/dqn-SpaceInvadersNoFrameskip-v4_2,764.0699999999999,1136.5,372.43
+27,Nishant91,Nishant91/dqn-SpaceInvadersNoFrameskip-v4,748.4300000000001,942.5,194.07
+28,erniechiew,erniechiew/dqn-SpaceInvadersNoFrameskip-v4,707.46,1021.5,314.04
+29,schrilax,schrilax/dqn-SpaceInvadersNoFrameskip-v4,705.3199999999999,1129.5,424.18
+30,ulevitsky,ulevitsky/dqn-SpaceInvadersNoFrameskip-v4,694.8,980.0,285.2
+31,virusapex,virusapex/ppo-SpaceInvadersNoFrameskip-v4,694.37,975.5,281.13
+32,0xid,0xid/dqn-SpaceInvadersNoFrameskip-v4,686.31,1051.5,365.19
+33,sgoodfriend,sgoodfriend/ppo-SpaceInvadersNoFrameskip-v4,674.97,1023.12,348.15
+34,Kastakin,Kastakin/dqn-SpaceInvadersNoFrameskip-v4,670.4100000000001,986.0,315.59
+35,joefarrington,joefarrington/dqn-SpaceInvadersNoFrameskip-v4,663.0699999999999,977.0,313.93
+36,makaveli10,makaveli10/dqn-space-invaders,661.61,905.0,243.39
+37,0xid,0xid/qrdqn-SpaceInvadersNoFrameskip-v4,652.19,1528.0,875.81
+38,malibanekg,malibanekg/dqn-SpaceInvadersNoFrameskip-v4,651.15,998.5,347.35
+39,klashenrik,klashenrik/dqn-SpaceInvadersNoFrameskip-v4,648.21,991.0,342.79
+40,massimowww,massimowww/dqn-SpaceInvadersNoFrameskip-v4,646.38,1026.0,379.62
+41,ArneL2206,ArneL2206/dqn-SpaceInvadersNoFrameskip-v4,644.98,922.0,277.02
+42,qgallouedec,qgallouedec/ppo-SpaceInvadersNoFrameskip-v4-2978466957,644.85,1157.0,512.15
+43,Qilex,Qilex/ppo-SpaceInvadersNoFrameskip-v2,644.03,1012.5,368.47
+44,dbarbedillo,dbarbedillo/dqn-SpaceInvadersNoFrameskip-v4,633.39,955.5,322.11
+45,gmojko,gmojko/SpaceInvadersNoFrameskip-v4,631.45,799.5,168.05
+46,claudiodev,claudiodev/dqn-SpaceInvadersNoFrameskip-v4,625.8399999999999,945.0,319.16
+47,hugoguh,hugoguh/dqn-SpaceInvadersNoFrameskip-v4,625.78,927.0,301.22
+48,macb,macb/dqn-SpaceInvadersNoFrameskip-v4,625.5799999999999,1009.5,383.92
+49,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4_no-render,619.11,1059.0,439.89
+50,saikiranp,saikiranp/dqn-SpaceInvadersNoFrameskip-v4,614.02,774.5,160.48
+51,qgallouedec,qgallouedec/ppo-SpaceInvadersNoFrameskip-v4-2582233519,611.17,1124.0,512.83
+52,kurohige,kurohige/dqn-SpaceInvaders-v4,610.78,730.5,119.72
+53,Y-T-G,Y-T-G/dqn-SpaceInvadersNoFrameskip-v4,610.65,912.5,301.85
+54,eldraco,eldraco/dqn-SpaceInvadersNoFrameskip-v4-v4,609.76,985.0,375.24
+55,slomek,slomek/dqn-SpaceInvadersNoFrameskip-v4,600.8199999999999,854.0,253.18
+56,HaiderAUT,HaiderAUT/dqn-SpaceInvadersNoFrameskip-v4,600.04,889.5,289.46
+57,Iamvincent,Iamvincent/dqn-SpaceInvadersNoFrameskip-v4,599.38,799.0,199.62
+58,jcgarciaca,jcgarciaca/dqn-SpaceInvadersNoFrameskip-v4,599.36,779.0,179.64
+59,mgfrantz,mgfrantz/dql-SpaceInvadersNoFrameskip-v4,599.28,1003.5,404.22
+60,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-3000000-timesteps,595.0699999999999,825.0,229.93
+61,janzw,janzw/jan-dqn-SpaceInvadersNoFrameskip-v4,594.04,876.0,281.96
+62,Corianas,Corianas/dqn-SpaceInvadersNoFrameskip-v4_21.6.22,592.37,866.5,274.13
+63,mili7522,mili7522/dqn-SpaceInvadersNoFrameskip-v4,590.8299999999999,885.0,294.17
+64,ckauth,ckauth/dqn-SpaceInvadersNoFrameskip-v4,589.39,867.5,278.11
+65,sherrytan,sherrytan/dqn-SpaceInvadersNoFrameskip-v4,586.23,796.0,209.77
+66,Agog,Agog/SpaceInvaders,583.35,677.0,93.65
+67,ankandrew,ankandrew/dqn-SpaceInvadersNoFrameskip-v4,583.24,809.5,226.26
+68,huanvo88,huanvo88/dqn-SpaceInvadersNoFrameskip-v4,581.4,733.5,152.1
+69,lotek93,lotek93/dqn-SpaceInvadersNoFrameskip-v4_2,578.6700000000001,968.5,389.83
+70,c0ldstudy,c0ldstudy/dqn-SpaceInvadersNoFrameskip-v4,576.52,854.0,277.48
+71,giggling-squid,giggling-squid/space_invaders_dqn_v1,576.34,805.0,228.66
+72,eryzml,eryzml/dqn-SpaceInvadersNoFrameskip-v4-TEST_2,574.8399999999999,872.5,297.66
+73,mark-e,mark-e/dqn-SpaceInvadersNoFrameskip-v4,572.47,956.0,383.53
+74,Bunkerj,Bunkerj/dqn-SpaceInvadersNoFrameskip-v4,571.24,783.0,211.76
+75,qgallouedec,qgallouedec/ppo-SpaceInvadersNoFrameskip-v4-1351941688,570.27,885.5,315.23
+76,sinhprous,sinhprous/dqn-SpaceInvadersNoFrameskip-v4-3,568.65,925.0,356.35
+77,sinhprous,sinhprous/dqn-SpaceInvadersNoFrameskip-v4,568.65,925.0,356.35
+78,Forkits,Forkits/dqn-SpaceInvadersNoFrameskip-v4,568.52,844.5,275.98
+79,spatial,spatial/dqn-SpaceInvadersNoFrameskip-v4,568.22,758.0,189.78
+80,McCheng,McCheng/dqn-SpaceInvadersNoFrameskip-v4,568.12,950.5,382.38
+81,Ellipsoul,Ellipsoul/dqn-SpaceInvadersNoFrameskip-v4,563.77,786.0,222.23
+82,chqmatteo,chqmatteo/dqn-SpaceInvadersNoFrameskip-v4,563.08,662.0,98.92
 83,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4,562.26,705.0,142.74
-84,julien-rsbrg,julien-rsbrg/dqn-SpaceInvadersNoFrameskip-v4,562.0699999999999,695.5,133.43
-85,andrei-saceleanu,andrei-saceleanu/dqn-SpaceInvadersNoFrameskip-v4_2,560.6,846.5,285.9
-86,Isaac009,Isaac009/dqn-SpaceInvadersNoFrameskip-v4,559.8199999999999,921.0,361.18
-87,cyeet,cyeet/dqn-SpaceInvadersNoFrameskip-v4,559.44,685.5,126.06
-88,neatbullshit,neatbullshit/dqn-SpaceInvadersNoFrameskip-v4_attempt2,557.29,808.0,250.71
-89,yizhangliu,yizhangliu/dqn-SpaceInvadersNoFrameskip-v4,557.24,637.0,79.76
-90,yyq90,yyq90/dqn-SpaceInvadersNoFrameskip-v4,557.19,873.5,316.31
-91,CloXD,CloXD/dqn-SpaceInvadersNoFrameskip-v4,555.7,965.0,409.3
-92,Bill010602,Bill010602/dqn-SpaceInvadersNoFrameskip-v4_V4,555.5,686.5,131.0
-93,chavicoski,chavicoski/dqn-SpaceInvadersNoFrameskip-v4,555.25,877.0,321.75
-94,awalmeida,awalmeida/dqn-SpaceInvadersNoFrameskip-v4,554.97,657.0,102.03
-95,nhiro3303,nhiro3303/dqn-SpaceInvadersNoFrameskip-v4,554.2,689.5,135.3
-96,hawkeoni,hawkeoni/dqn-SpaceInvadersNoFrameskip-v4,552.87,844.0,291.13
-97,Cesar514,Cesar514/dqn-SpaceInvadersNoFrameskip-v4,552.85,690.0,137.15
-98,toinsson,toinsson/dqn-SpaceInvadersNoFrameskip-v4,551.52,882.0,330.48
-99,rushic24,rushic24/dqn-SpaceInvadersNoFrameskip-v4,551.48,892.0,340.52
-100,dfm794,dfm794/SpaceInvadersNoFrameskip-v4-trial3,551.45,793.0,241.55
-101,jinukoo,jinukoo/dqn-SpaceInvadersNoFrameskip-v4,550.54,642.5,91.96
-102,DanGalt,DanGalt/dqn-SpaceInvadersNoFrameskip-v4,548.85,734.0,185.15
-103,Freddthink,Freddthink/DQN-SpaceInvadersNoFrameskip,548.39,643.0,94.61
-104,abarekatain,abarekatain/dqn-SpaceInvadersNoFrameskip-v4,548.1800000000001,700.0,151.82
-105,fabiochiu,fabiochiu/dqn-SpaceInvadersNoFrameskip-v4,547.09,631.5,84.41
-106,Alex48,Alex48/SpaceInvadersNoFrameskip-v4,546.77,794.0,247.23
-107,duongkstn,duongkstn/dqn-SpaceInvadersNoFrameskip-v4,546.28,769.0,222.72
-108,bdiptesh99,bdiptesh99/rl1-dqn-SpaceInvadersNoFrameskip-v4,546.26,733.5,187.24
-109,eswat,eswat/dqn-SpaceInvadersNoFrameskip-v4,546.24,788.5,242.26
-110,Porridge9243,Porridge9243/dqn-SpaceInvadersNoFrameskip-v4,546.19,737.5,191.31
-111,SamuelMYoussef,SamuelMYoussef/dqn-SpaceInvadersNoFrameskip-v4,545.75,677.0,131.25
-112,Liapunov,Liapunov/dqn-SpaceInvadersNoFrameskip-v4-nonorm1m5,545.27,781.5,236.23
-113,dotunadegbite,dotunadegbite/dqn-SpaceInvadersNoFrameskip-v4,544.73,704.5,159.77
-114,dmortell,dmortell/dqn-SpaceInvadersNoFrameskip-v4,543.95,595.5,51.55
-115,LukeSajkowski,LukeSajkowski/dqn-SpaceInvadersNoFrameskip-v4,543.28,860.0,316.72
-116,ljones,ljones/SpaceInvadersNoFrameskip-v4,542.92,768.5,225.58
-117,quilaquedi,quilaquedi/SpaceInvadersNoFrameskip-v4,541.4,623.5,82.1
-118,toastedshibe,toastedshibe/dqn-SpaceInvadersNoFrameskip-v4,540.59,767.0,226.41
-119,feabries,feabries/dqn-SpaceInvadersNoFrameskip-v4,539.4100000000001,836.0,296.59
-120,Rowehn,Rowehn/dqn-SpaceInvadersNoFrameskip-v4-retrain3-best,539.04,746.5,207.46
-121,jayeshgar,jayeshgar/dqn-SpaceInvadersNoFrameskip-v4,538.3,653.0,114.7
-122,0xkrm,0xkrm/dqn-SpaceInvadersNoFrameskip-v4,538.0,814.5,276.5
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-125,jakka,jakka/dqn-SpaceInvadersNoFrameskip-v4_1,536.66,769.0,232.34
-126,MarcusAGray,MarcusAGray/dqn-SpaceInvadersNoFrameskip-v4,536.53,669.5,132.97
-127,Antiraedus,Antiraedus/dqn-SpaceInvadersNoFrameskip-v4,536.1800000000001,816.5,280.32
-128,zipbomb,zipbomb/dqn-SpaceInvadersNoFrameskip-v4,535.81,701.0,165.19
-129,mlewand,mlewand/DQN_atari_2,535.03,649.0,113.97
-130,adlrocha,adlrocha/dqn-SpaceInvadersNoFrameskip-v4,534.64,695.5,160.86
-131,jkkawach,jkkawach/dqn-SpaceInvadersNoFrameskip-v4,533.85,754.0,220.15
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-137,GillesEverling,GillesEverling/dqn-SpaceInvadersNoFrameskip-v4_2,532.31,795.5,263.19
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-141,HarmlessFlower,HarmlessFlower/dqn-SpaceInvadersNoFrameskip-v4,530.88,628.5,97.62
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-143,ashishj20,ashishj20/dqn-SpaceInvadersNoFrameskip-v4,529.3,632.5,103.2
-144,michal512,michal512/dqn-SpaceInvadersNoFrameskip-v4,528.97,688.0,159.03
-145,JTredup,JTredup/dqn-SpaceInvadersNoFrameskip-v4,528.83,706.0,177.17
-146,dasaprakashk,dasaprakashk/dqn-SpaceInvadersNoFrameskip-v4,528.4,768.5,240.1
-147,adzcai,adzcai/dqn-SpaceInvadersNoFrameskip-v4,527.96,736.0,208.04
-148,ThomasSimonini,ThomasSimonini/TEST_v2_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
-149,ThomasSimonini,ThomasSimonini/TEST_v2-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
+84,matt-guay,matt-guay/dqn-SpaceInvadersNoFrameskip-v4_v2,562.26,705.0,142.74
+85,julien-rsbrg,julien-rsbrg/dqn-SpaceInvadersNoFrameskip-v4,562.0699999999999,695.5,133.43
+86,andrei-saceleanu,andrei-saceleanu/dqn-SpaceInvadersNoFrameskip-v4_2,560.6,846.5,285.9
+87,Isaac009,Isaac009/dqn-SpaceInvadersNoFrameskip-v4,559.8199999999999,921.0,361.18
+88,cyeet,cyeet/dqn-SpaceInvadersNoFrameskip-v4,559.44,685.5,126.06
+89,neatbullshit,neatbullshit/dqn-SpaceInvadersNoFrameskip-v4_attempt2,557.29,808.0,250.71
+90,yizhangliu,yizhangliu/dqn-SpaceInvadersNoFrameskip-v4,557.24,637.0,79.76
+91,yyq90,yyq90/dqn-SpaceInvadersNoFrameskip-v4,557.19,873.5,316.31
+92,CloXD,CloXD/dqn-SpaceInvadersNoFrameskip-v4,555.7,965.0,409.3
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