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-v3,12.0,12.0,0.0
-2,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,12.0,12.0,0.0
-3,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0
-4,unfinity,unfinity/q-Taxi-v3-bug,12.0,12.0,0.0
+1,unfinity,unfinity/q-Taxi-v3-bug,12.0,12.0,0.0
+2,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0
+3,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,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
@@ -23,2408 +23,2411 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 22,sayby,sayby/q-Taxi-v3,5.11,7.66,2.55
 23,DBusAI,DBusAI/q-Taxi-v3-v1,4.98,7.8,2.82
 24,rodrigoclira,rodrigoclira/q-Taxi-v3,4.93,7.38,2.45
-25,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
-26,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
+25,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
+26,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
 27,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
-28,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
-29,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
-30,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
-31,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
-32,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-33,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
-34,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
+28,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
+29,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+30,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
+31,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
+32,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+33,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
+34,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
 35,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
-36,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-37,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
-38,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
+36,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
+37,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
+38,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
 39,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62
-40,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
-41,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
-42,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
+40,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
+41,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
+42,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
 43,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
 44,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
 45,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61
-46,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
-47,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
-48,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
-49,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
-50,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
-51,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
-52,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
-53,mort1k,mort1k/q-learning-taxi,4.87,7.5,2.63
-54,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
-55,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
-56,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
-57,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
+46,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
+47,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
+48,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
+49,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
+50,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
+51,mort1k,mort1k/q-learning-taxi,4.87,7.5,2.63
+52,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
+53,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
+54,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
+55,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
+56,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
+57,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72
 58,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
-59,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72
+59,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
 60,Yelinz,Yelinz/q-Taxi-v3-v1,4.853267652685252,7.56,2.706732347314747
-61,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63
-62,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63
-63,lordsauron,lordsauron/Taxi-v3,4.8500000000000005,7.48,2.63
+61,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63
+62,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63
+63,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63
 64,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63
-65,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63
-66,koala645,koala645/taxi,4.85,7.56,2.71
-67,jakubgajski,jakubgajski/q-Taxi-v3,4.85,7.56,2.71
-68,saltandpurple,saltandpurple/q-Taxi-v3,4.85,7.54,2.69
-69,SinusCosinus,SinusCosinus/q-Taxi-v3,4.85,7.56,2.71
-70,Yanrds,Yanrds/q-Taxi-v3,4.85,7.56,2.71
-71,dhmeltzer,dhmeltzer/q-Taxi-v3-25_5_4,4.85,7.56,2.71
-72,gaarsmu,gaarsmu/Taxi-v3_125k,4.85,7.56,2.71
-73,BuJ1,BuJ1/RL-QTable-taxi,4.85,7.56,2.71
-74,haanjack,haanjack/q-Taxi-v3,4.85,7.56,2.71
-75,eldraco,eldraco/Taxi-v3,4.85,7.56,2.71
-76,astein0,astein0/q-Taxi-v1,4.85,7.56,2.71
-77,thackerhelik,thackerhelik/q-Taxi-v3,4.85,7.56,2.71
-78,sumitk,sumitk/taxi_test,4.85,7.56,2.71
-79,BachNgoH,BachNgoH/q-TaxiV3,4.85,7.56,2.71
-80,NathanS-HuggingFace,NathanS-HuggingFace/Taxi,4.85,7.56,2.71
-81,zap-thamm,zap-thamm/QLearning-Taxi-v3,4.85,7.56,2.71
-82,SoaSky,SoaSky/Taxi-v3,4.85,7.56,2.71
-83,gr22dy,gr22dy/Q-learning_study_Taxi,4.85,7.56,2.71
-84,adrienJeg,adrienJeg/Taxi-v3,4.85,7.56,2.71
-85,srinivasvl81,srinivasvl81/Taxi-v3,4.85,7.56,2.71
-86,Sergendel,Sergendel/q-Taxi-v3,4.85,7.56,2.71
-87,mallycrip,mallycrip/taxi-v3-2,4.85,7.56,2.71
-88,jadetiger88,jadetiger88/Tq-axi-v3,4.85,7.56,2.71
-89,odeshays,odeshays/q-taxy-v3,4.85,7.56,2.71
-90,demetere,demetere/Taxi-v3,4.85,7.56,2.71
-91,saketh-chervu,saketh-chervu/qlearning-taxi-v3,4.85,7.56,2.71
-92,Hatman,Hatman/Taxi-v3,4.85,7.56,2.71
-93,iammartian0,iammartian0/taxi_v3_416,4.85,7.56,2.71
-94,Forkits,Forkits/Taxi-v3v2,4.85,7.56,2.71
-95,Nebukadn9zar,Nebukadn9zar/taxi_model,4.85,7.56,2.71
-96,williamking1221,williamking1221/q-Taxi-v3,4.85,7.56,2.71
-97,worsty,worsty/Taxi-v3,4.85,7.56,2.71
-98,Sebschub,Sebschub/deep-rl-class-q-Taxi-v3,4.85,7.56,2.71
-99,NazgulAshura,NazgulAshura/NazgulAshura,4.85,7.56,2.71
-100,manexpa,manexpa/RLcourse-Taxi-v3,4.85,7.56,2.71
-101,sarthakc44,sarthakc44/q-Taxi-v3-500x6-v2,4.85,7.56,2.71
-102,sarthakc44,sarthakc44/q-Taxi-v3-500x6-v1,4.85,7.56,2.71
-103,bhalll,bhalll/q-Taxi-v3,4.85,7.56,2.71
-104,iammartian0,iammartian0/taxi_v3_415,4.85,7.56,2.71
-105,checkRaiseOnCloud,checkRaiseOnCloud/q-taxi,4.85,7.56,2.71
-106,anilkumar2444,anilkumar2444/q-taxi-v3-v1,4.85,7.56,2.71
-107,Issacwong,Issacwong/q-Taxi-v3,4.85,7.56,2.71
-108,koosangjun,koosangjun/q-Taxi-v3,4.85,7.56,2.71
-109,s-himmi,s-himmi/q-Taxi-v3-classic,4.85,7.56,2.71
-110,eugene-d,eugene-d/q-Taxi-v3,4.85,7.56,2.71
-111,Ransaka,Ransaka/q-Taxi-v3,4.85,7.56,2.71
-112,sarahpuspdew,sarahpuspdew/DeepRLCourse_Unit2-q-Taxi-v3,4.85,7.56,2.71
-113,ajitgupta,ajitgupta/q-Taxi-v3,4.85,7.56,2.71
-114,tooucci,tooucci/Taxi,4.85,7.56,2.71
-115,PanoEvJ,PanoEvJ/q-Taxi-v3,4.85,7.56,2.71
-116,georgao,georgao/q-Taxi-v3,4.85,7.56,2.71
-117,bdrighes,bdrighes/Taxi-v3,4.85,7.56,2.71
-118,sinnis,sinnis/Taxi-v3-Q_learning,4.85,7.56,2.71
-119,rovenr12,rovenr12/qlearning-Taxi-v3,4.85,7.56,2.71
-120,ImeneT,ImeneT/Taxi-v3,4.85,7.56,2.71
-121,Art-phys,Art-phys/Taxi-v3_v1,4.85,7.56,2.71
-122,mxbonn,mxbonn/Taxi-v3,4.85,7.56,2.71
-123,FnSK4R17s,FnSK4R17s/Taxi-v3,4.85,7.56,2.71
-124,innovation64,innovation64/Taxi-v3,4.85,7.56,2.71
-125,xnpeng,xnpeng/q-Taxi-v3,4.85,7.56,2.71
-126,michalcisek5,michalcisek5/q-Taxi-v3,4.85,7.56,2.71
-127,SRobbins,SRobbins/q-Taxi-v3,4.85,7.56,2.71
-128,RMAV,RMAV/taxi-driver,4.85,7.56,2.71
-129,EdenYav,EdenYav/Taxi-v3,4.85,7.56,2.71
-130,acampillos,acampillos/q-Taxi-v3,4.85,7.56,2.71
-131,SRKConsulting,SRKConsulting/Taxi-v3-Y,4.85,7.56,2.71
-132,SRKConsulting,SRKConsulting/Taxi-v3-X,4.85,7.56,2.71
-133,imar0,imar0/Taxi-v3,4.85,7.56,2.71
-134,SRKConsulting,SRKConsulting/Taxi-v3-W,4.85,7.56,2.71
-135,Flooow,Flooow/q-Taxi-v3,4.85,7.56,2.71
-136,NihiLicA,NihiLicA/Taxi-v3,4.85,7.56,2.71
-137,mili7522,mili7522/q-Taxi-v3,4.85,7.56,2.71
-138,AdonaiHS,AdonaiHS/2-Taxi-v3-Unit2-part2,4.85,7.56,2.71
-139,arxaqapi,arxaqapi/Taxi-v3,4.85,7.56,2.71
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-142,brand25,brand25/q-Taxi-v3,4.85,7.56,2.71
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