diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv"
--- "a/Taxi-v3.csv"
+++ "b/Taxi-v3.csv"
@@ -1,8 +1,8 @@
 Ranking,User,Model,Results,Mean Reward,Std Reward
 1,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,12.0,12.0,0.0
-2,tjscollins,tjscollins/q-Taxi-v3,12.0,12.0,0.0
+2,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0
 3,unfinity,unfinity/q-Taxi-v3-bug,12.0,12.0,0.0
-4,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0
+4,tjscollins,tjscollins/q-Taxi-v3,12.0,12.0,0.0
 5,DBusAI,DBusAI/q-Taxi-v3-v5,10.31,11.75,1.44
 6,DBusAI,DBusAI/q-Taxi-v3-v4,9.139999999999999,10.53,1.39
 7,muks,muks/q-Taxi-v1_1000,8.280000000000001,10.65,2.37
@@ -24,2606 +24,2607 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 23,sayby,sayby/q-Taxi-v3,5.11,7.66,2.55
 24,DBusAI,DBusAI/q-Taxi-v3-v1,4.98,7.8,2.82
 25,rodrigoclira,rodrigoclira/q-Taxi-v3,4.93,7.38,2.45
-26,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62
-27,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
-28,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
-29,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
-30,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
-31,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
-32,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
-33,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
-34,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-35,lianlian123,lianlian123/Taxi-v3,4.8999999999999995,7.52,2.62
-36,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
-37,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
+26,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
+27,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
+28,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
+29,lianlian123,lianlian123/Taxi-v3,4.8999999999999995,7.52,2.62
+30,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
+31,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+32,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
+33,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+34,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
+35,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
+36,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62
+37,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
 38,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
-39,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
-40,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+39,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
+40,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
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-42,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
-43,taehoon1lee,taehoon1lee/Taxi-v3,4.890000000000001,7.5,2.61
-44,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
-45,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
-46,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
-47,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
+42,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
+43,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
+44,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
+45,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
+46,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
+47,taehoon1lee,taehoon1lee/Taxi-v3,4.890000000000001,7.5,2.61
 48,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61
-49,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
-50,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
-51,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
-52,mort1k,mort1k/q-learning-taxi,4.87,7.5,2.63
-53,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
-54,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
-55,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
-56,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
-57,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
-58,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
-59,mrvincenzo,mrvincenzo/q-Taxi-v3,4.87,7.5,2.63
-60,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
-61,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
-62,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
-63,zen-E,zen-E/q-Taxi-v3-v1,4.859999999999999,7.5,2.64
-64,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72
+49,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
+50,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
+51,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
+52,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
+53,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
+54,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
+55,mrvincenzo,mrvincenzo/q-Taxi-v3,4.87,7.5,2.63
+56,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
+57,mort1k,mort1k/q-learning-taxi,4.87,7.5,2.63
+58,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
+59,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
+60,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
+61,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
+62,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72
+63,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
+64,zen-E,zen-E/q-Taxi-v3-v1,4.859999999999999,7.5,2.64
 65,Yelinz,Yelinz/q-Taxi-v3-v1,4.853267652685252,7.56,2.706732347314747
-66,lordsauron,lordsauron/Taxi-v3,4.8500000000000005,7.48,2.63
-67,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63
+66,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63
+67,lordsauron,lordsauron/Taxi-v3,4.8500000000000005,7.48,2.63
 68,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63
 69,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63
 70,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63
-71,edata,edata/taxi-v3,4.85,7.54,2.69
-72,nabeelraza,nabeelraza/taxi-driver-rl,4.85,7.56,2.71
-73,Gamabumba,Gamabumba/Taxi-v3,4.85,7.56,2.71
-74,YCHuang2112,YCHuang2112/q-Taxi-v3,4.85,7.56,2.71
-75,vnykr,vnykr/q-Taxi-v3,4.85,7.56,2.71
-76,MiguelArd,MiguelArd/Taxi-v3,4.85,7.56,2.71
-77,YedMavus,YedMavus/Taxi-v1,4.85,7.56,2.71
-78,YCHuang2112,YCHuang2112/q-Taxi-v3-4x4-Slippery,4.85,7.56,2.71
-79,temporary0-0name,temporary0-0name/Taxi-v3,4.85,7.56,2.71
-80,xavidejuan,xavidejuan/Taxiv3-Qvalue,4.85,7.54,2.69
-81,ekanshgupta92,ekanshgupta92/Taxi_v3_qlearning,4.85,7.56,2.71
-82,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps-v2,4.85,7.56,2.71
-83,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps-v3,4.85,7.56,2.71
-84,Rock910,Rock910/Taxi-v3,4.85,7.56,2.71
-85,ivi137,ivi137/Taxi-v3,4.85,7.56,2.71
-86,ivi137,ivi137/q-Taxi-v3,4.85,7.56,2.71
-87,ahjim0m0,ahjim0m0/Taxi-uncle-4-lr02-n100k-g097-v3,4.85,7.56,2.71
-88,azaazato,azaazato/q-Taxi-v3-v1,4.85,7.56,2.71
-89,mshibatatt,mshibatatt/q-Taxi-v3,4.85,7.56,2.71
-90,jcramirezpr,jcramirezpr/Taxi-v3,4.85,7.56,2.71
-91,parsasam,parsasam/q-Taxi-v3,4.85,7.56,2.71
-92,nsecord,nsecord/q-Taxi-v3-attempt2,4.85,7.56,2.71
-93,nhiro3303,nhiro3303/q-Taxi-v3,4.85,7.56,2.71
-94,RMAV,RMAV/taxi-driver,4.85,7.56,2.71
-95,EdenYav,EdenYav/Taxi-v3,4.85,7.56,2.71
-96,SeNSiTivE,SeNSiTivE/RL-Course-Unit_2-q-Taxi-v3,4.85,7.56,2.71
-97,Rubywong123,Rubywong123/q-Taxi-v3,4.85,7.56,2.71
-98,kaliputra,kaliputra/q-Taxi-v3-v2,4.85,7.56,2.71
-99,SRKConsulting,SRKConsulting/Taxi-v3-Y,4.85,7.56,2.71
-100,SRKConsulting,SRKConsulting/Taxi-v3-X,4.85,7.56,2.71
-101,imar0,imar0/Taxi-v3,4.85,7.56,2.71
-102,SRKConsulting,SRKConsulting/Taxi-v3-W,4.85,7.56,2.71
-103,ahjim0m0,ahjim0m0/Taxi-uncle-3-lr05-n100k-v3,4.85,7.56,2.71
-104,pyflynn,pyflynn/taxi-v3-model-v0,4.85,7.56,2.71
-105,nikogarro,nikogarro/Q-Taxi-v3,4.85,7.56,2.71
-106,arxaqapi,arxaqapi/Taxi-v3,4.85,7.56,2.71
-107,PecanPi,PecanPi/q-taxi-v3-v2,4.85,7.56,2.71
-108,petergoldstein,petergoldstein/Taxi-v3-1M,4.85,7.56,2.71
-109,petergoldstein,petergoldstein/Taxi-v3-default,4.85,7.54,2.69
-110,helpingstar,helpingstar/q-Taxi-v3-v1,4.85,7.56,2.71
-111,Lorius2,Lorius2/rl-unit2-taxiv3,4.85,7.56,2.71
-112,Swyhn,Swyhn/qlearning_taxi,4.85,7.56,2.71
-113,Abhinay322433,Abhinay322433/Taxi-v3,4.85,7.56,2.71
-114,Pearson,Pearson/q-Taxi-v3,4.85,7.56,2.71
-115,saeedHedayatian,saeedHedayatian/qlearning-taxi,4.85,7.56,2.71
-116,Nonin,Nonin/Taxi3_V1,4.85,7.56,2.71
-117,enlacinglines,enlacinglines/Taxi-v3-50kepisodes,4.85,7.56,2.71
-118,goodacheez,goodacheez/q-Taxi-v3-v2,4.85,7.56,2.71
-119,casals90,casals90/trained-taxi-v3,4.85,7.56,2.71
-120,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps,4.85,7.56,2.71
-121,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-500_steps,4.85,7.56,2.71
-122,DelusionalDreams,DelusionalDreams/Taxi-v3-35k,4.85,7.56,2.71
-123,acampillos,acampillos/q-Taxi-v3,4.85,7.56,2.71
-124,SRobbins,SRobbins/q-Taxi-v3,4.85,7.56,2.71
-125,mili7522,mili7522/q-Taxi-v3,4.85,7.56,2.71
-126,nsecord,nsecord/q-Taxi-v3-attempt3,4.85,7.56,2.71
-127,austinmw,austinmw/q-Taxi-v3,4.85,7.56,2.71
-128,michalcisek5,michalcisek5/q-Taxi-v3,4.85,7.56,2.71
-129,YoriV,YoriV/q-Taxi-v3,4.85,7.56,2.71
-130,AdonaiHS,AdonaiHS/2-Taxi-v3-Unit2-part2,4.85,7.56,2.71
-131,AdonaiHS,AdonaiHS/Taxi-v3-Unit2-part2,4.85,7.56,2.71
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-137,Ithai,Ithai/q-Taxi-v3,4.85,7.56,2.71
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-247,DanielPaull,DanielPaull/q-Taxi-v3,4.85,7.56,2.71
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-249,lost-without-cause,lost-without-cause/q-Taxi-v3,4.85,7.56,2.71
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-288,bjpsantos,bjpsantos/q-taxi-v3,4.85,7.56,2.71
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 1347,xavisgg,xavisgg/Taxi-v3,4.85,7.56,2.71
-1348,bdiptesh99,bdiptesh99/rl-ql-Taxi-v3,4.85,7.56,2.71
-1349,vovikdrg,vovikdrg/taxi-rl,4.85,7.56,2.71
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-1369,cjohlmacher,cjohlmacher/unit2-taxi-explorer,4.85,7.56,2.71
-1370,cjohlmacher,cjohlmacher/unit2-taxi-overly-confident,4.85,7.56,2.71
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-1372,KJan05,KJan05/KJan-Taxi-v3,4.85,7.56,2.71
-1373,arrandi,arrandi/q-Taxi-v3,4.85,7.56,2.71
-1374,kenzo4433,kenzo4433/Taxi-v3,4.85,7.5,2.65
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-1377,huggingspace,huggingspace/taxi-v3,4.85,7.56,2.71
-1378,andrei-saceleanu,andrei-saceleanu/q-Taxi-v3,4.85,7.56,2.71
-1379,akgeni,akgeni/taxiv3_Qlearning,4.85,7.56,2.71
-1380,mo-shadfar,mo-shadfar/q-Taxi-v3-v1,4.85,7.56,2.71
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-1384,jliu596,jliu596/taxi-v2,4.85,7.56,2.71
-1385,rama100,rama100/q-Taxi-v,4.85,7.56,2.71
-1386,NeelK94,NeelK94/Taxi-v3,4.85,7.56,2.71
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-1389,spadaal,spadaal/q-Taxi-v3,4.85,7.56,2.71
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-1391,IngoTB303,IngoTB303/q-Taxi-v3,4.85,7.56,2.71
-1392,jxiao,jxiao/q-taxv3-v1,4.85,7.56,2.71
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-1395,Tubido,Tubido/Taxi-v3-001,4.85,7.56,2.71
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