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
-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
+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
 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
@@ -24,2574 +24,2573 @@ 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,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
-27,lianlian123,lianlian123/Taxi-v3,4.8999999999999995,7.52,2.62
-28,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+26,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
+27,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
+28,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
 29,Ganu3010,Ganu3010/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,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
-32,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
-33,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
-34,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
-35,yeounyi,yeounyi/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,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
+35,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
 36,alikolling,alikolling/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,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
-40,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-41,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
-42,taehoon1lee,taehoon1lee/Taxi-v3,4.890000000000001,7.5,2.61
-43,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
-44,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
-45,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
-46,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
-47,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
+37,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
+38,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+39,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
+40,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
+41,lianlian123,lianlian123/Taxi-v3,4.8999999999999995,7.52,2.62
+42,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
+43,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
+44,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
+45,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
+46,taehoon1lee,taehoon1lee/Taxi-v3,4.890000000000001,7.5,2.61
+47,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
 48,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61
-49,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
-50,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
-51,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
+49,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
+50,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
+51,mort1k,mort1k/q-learning-taxi,4.87,7.5,2.63
 52,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
-53,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
-54,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
-55,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
-56,mrvincenzo,mrvincenzo/q-Taxi-v3,4.87,7.5,2.63
-57,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
-58,mort1k,mort1k/q-learning-taxi,4.87,7.5,2.63
-59,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
-60,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
-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,zen-E,zen-E/q-Taxi-v3-v1,4.859999999999999,7.5,2.64
+53,mrvincenzo,mrvincenzo/q-Taxi-v3,4.87,7.5,2.63
+54,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
+55,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
+56,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
+57,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
+58,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
+59,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
+60,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
+61,zen-E,zen-E/q-Taxi-v3-v1,4.859999999999999,7.5,2.64
+62,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
+63,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72
 64,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
 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
-68,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63
-69,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63
-70,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63
-71,mili7522,mili7522/q-Taxi-v3,4.85,7.56,2.71
-72,fermaat,fermaat/Taxi-v3,4.85,7.56,2.71
-73,MartinMarenz,MartinMarenz/q-Taxiv3-01,4.85,7.56,2.71
-74,Neomedallion,Neomedallion/taxi-v3-unit-2,4.85,7.56,2.71
-75,dimi1357,dimi1357/q-Taxi-v3,4.85,7.56,2.71
-76,HilbertS,HilbertS/Taxi-v3,4.85,7.56,2.71
-77,lrthomps,lrthomps/Taxi-v3,4.85,7.56,2.71
-78,scronberg,scronberg/taxi-v3-qlearning,4.85,7.56,2.71
-79,jkkawach,jkkawach/q-Taxi-v3-1,4.85,7.56,2.71
-80,malibanekg,malibanekg/q-Taxi-v3,4.85,7.56,2.71
-81,safwaan21,safwaan21/Taxi-v3,4.85,7.56,2.71
-82,jkkawach,jkkawach/q-Taxi-v3,4.85,7.56,2.71
-83,kaliputra,kaliputra/q-Taxi-v3-v2,4.85,7.56,2.71
-84,wooii,wooii/Taxi-v3,4.85,7.56,2.71
-85,rickybaker,rickybaker/taxi,4.85,7.56,2.71
-86,irow,irow/qlearning-taxi-v2,4.85,7.56,2.71
-87,Pearson,Pearson/q-Taxi-v3,4.85,7.56,2.71
-88,virusapex,virusapex/Taxi-v3,4.85,7.56,2.71
-89,iamjoy,iamjoy/taxiv_1,4.85,7.56,2.71
-90,achgls,achgls/qlearning_Taxi-v3_v0,4.85,7.56,2.71
-91,brinkman,brinkman/taxi-v3,4.85,7.56,2.71
-92,tvarella,tvarella/taxitaxi,4.85,7.56,2.71
-93,pete88b,pete88b/q-Taxi-v3-0.0.1,4.85,7.56,2.71
-94,Ili1991,Ili1991/q-Taxi-v1,4.85,7.56,2.71
-95,bjpsantos,bjpsantos/q-taxi-v3,4.85,7.56,2.71
-96,juliawabant,juliawabant/q-Taxi-v3,4.85,7.54,2.69
-97,tmilushev,tmilushev/Taxi-v3,4.85,7.56,2.71
-98,Nonin,Nonin/Taxi3_V1_v2,4.85,7.56,2.71
-99,kks8b,kks8b/Taxi-v3,4.85,7.56,2.71
-100,kongacute,kongacute/q-Taxi-v3,4.85,7.56,2.71
-101,pindar,pindar/taxi-v3,4.85,7.56,2.71
-102,SRKConsulting,SRKConsulting/Taxi-v3-Z,4.85,7.56,2.71
-103,SRKConsulting,SRKConsulting/Taxi-v3-Y,4.85,7.56,2.71
-104,joono,joono/Taxi-v3-RL-Tutorial,4.85,7.56,2.71
-105,SRKConsulting,SRKConsulting/Taxi-v3-X,4.85,7.56,2.71
-106,imar0,imar0/Taxi-v3,4.85,7.56,2.71
-107,SRKConsulting,SRKConsulting/Taxi-v3-W,4.85,7.56,2.71
-108,eryzml,eryzml/Taxi-v3-Test_2,4.85,7.56,2.71
-109,zeyefkey,zeyefkey/q-Taxi-v3.1,4.85,7.56,2.71
-110,joelewis2000,joelewis2000/Taxi-QLearning,4.85,7.56,2.71
-111,kenlui,kenlui/Taxi-v3,4.85,7.56,2.71
-112,AzzamRadman,AzzamRadman/taxi-v3,4.85,7.56,2.71
-113,alsolera,alsolera/q-Taxi-v1,4.85,7.56,2.71
-114,elshehawy,elshehawy/q-Taxi-v3,4.85,7.52,2.67
-115,keyblade95,keyblade95/q-Taxi-v3,4.85,7.56,2.71
-116,VcRlAgent,VcRlAgent/VC-Taxi-v3-Gymnasium,4.85,7.56,2.71
-117,Xoyo,Xoyo/q-taxi,4.85,7.56,2.71
-118,Flynews,Flynews/unit2-Taxi-v3,4.85,7.56,2.71
-119,acampillos,acampillos/q-Taxi-v3,4.85,7.56,2.71
-120,asarvazyan,asarvazyan/q-Taxi,4.85,7.56,2.71
-121,NihiLicA,NihiLicA/Taxi-v3,4.85,7.56,2.71
-122,ahjim0m0,ahjim0m0/Taxi-uncle-4-lr02-n100k-g097-v3,4.85,7.56,2.71
-123,ahjim0m0,ahjim0m0/Taxi-uncle-3-lr05-n100k-v3,4.85,7.56,2.71
-124,samuelabc,samuelabc/q-taxi-v3,4.85,7.56,2.71
-125,UsuallyPoncho,UsuallyPoncho/Taxi-v3,4.85,7.56,2.71
-126,harsh0000,harsh0000/q-Taxi-v3,4.85,7.56,2.71
-127,AdonaiHS,AdonaiHS/2-Taxi-v3-Unit2-part2,4.85,7.56,2.71
-128,AdonaiHS,AdonaiHS/Taxi-v3-Unit2-part2,4.85,7.56,2.71
-129,EdenYav,EdenYav/Taxi-v3,4.85,7.56,2.71
-130,chribeiro,chribeiro/q-Taxi-v3,4.85,7.56,2.71
-131,jccj,jccj/q-Taxi-v3,4.85,7.56,2.71
-132,ots0121,ots0121/q-Taxi-v3,4.85,7.56,2.71
-133,ivi137,ivi137/Taxi-v3,4.85,7.56,2.71
-134,nikogarro,nikogarro/Q-Taxi-v3,4.85,7.56,2.71
-135,DanielPaull,DanielPaull/q-Taxi-v3,4.85,7.56,2.71
-136,arxaqapi,arxaqapi/Taxi-v3,4.85,7.56,2.71
-137,PecanPi,PecanPi/q-taxi-v3-v2,4.85,7.56,2.71
-138,helpingstar,helpingstar/q-Taxi-v3-v1,4.85,7.56,2.71
-139,Lorius2,Lorius2/rl-unit2-taxiv3,4.85,7.56,2.71
-140,zeyefkey,zeyefkey/q-Taxi-v3.2,4.85,7.56,2.71
-141,Rubywong123,Rubywong123/q-Taxi-v3,4.85,7.56,2.71
-142,Libra2023,Libra2023/q-Taxi-v3,4.85,7.56,2.71
-143,ottovoncwim,ottovoncwim/q-Taxi-v3,4.85,7.56,2.71
-144,YoriV,YoriV/q-Taxi-v3,4.85,7.56,2.71
-145,lowrollr,lowrollr/Taxi-v3-QLearning,4.85,7.56,2.71
-146,pabloac31,pabloac31/q-Taxi-v3,4.85,7.56,2.71
-147,danilyef,danilyef/Taxi-v3,4.85,7.56,2.71
-148,Brain22,Brain22/Taxi-v3,4.85,7.56,2.71
-149,tomercagan,tomercagan/q-Taxi-v3,4.85,7.56,2.71
-150,jannikskytt,jannikskytt/Taxi-v3,4.85,7.56,2.71
-151,SeNSiTivE,SeNSiTivE/RL-Course-Unit_2-q-Taxi-v3,4.85,7.56,2.71
-152,nasheed,nasheed/taxi-v3-assignment,4.85,7.56,2.71
-153,apatole,apatole/q-taxi,4.85,7.5,2.65
-154,unit0113,unit0113/Taxi-v3,4.85,7.56,2.71
-155,ahmad-alismail,ahmad-alismail/rl-taxi-v3,4.85,7.56,2.71
-156,ssw1591,ssw1591/q-Taxi-v3,4.85,7.56,2.71
-157,galkowskim,galkowskim/q-learning-taxi-env,4.85,7.52,2.67
-158,renatoviolin,renatoviolin/taxi-cab-v3,4.85,7.56,2.71
-159,JessicaHsu,JessicaHsu/q-Taxi-v3-1,4.85,7.56,2.71
-160,verderis,verderis/ToxiTaxi,4.85,7.56,2.71
-161,achgls,achgls/qlearning_Taxi-v3_v1,4.85,7.56,2.71
-162,mingdinghan,mingdinghan/Taxi-v3,4.85,7.56,2.71
-163,pastells,pastells/taxi-v3,4.85,7.56,2.71
-164,erud1t3,erud1t3/Taxi-v3,4.85,7.56,2.71
-165,Nonin,Nonin/Taxi3_V1,4.85,7.56,2.71
-166,enlacinglines,enlacinglines/Taxi-v3-50kepisodes,4.85,7.56,2.71
-167,JuanDa14Sa,JuanDa14Sa/Taxi-v3-QLearn,4.85,7.56,2.71
-168,ammr,ammr/q-Taxi-v3,4.85,7.56,2.71
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-176,parinzee,parinzee/huggingface-taxi-v3,4.85,7.56,2.71
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-179,Nicksinru,Nicksinru/Taxi-env,4.85,7.56,2.71
-180,kestrel256,kestrel256/q-taxi-v3,4.85,7.56,2.71
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-191,Ithai,Ithai/q-Taxi-v3,4.85,7.56,2.71
-192,nsecord,nsecord/q-Taxi-v3-attempt2,4.85,7.56,2.71
-193,FrancoisDongier,FrancoisDongier/Taxi-v3,4.85,7.56,2.71
-194,Qilex,Qilex/q-Taxi-v3,4.85,7.56,2.71
-195,pyflynn,pyflynn/taxi-v3-model-v0,4.85,7.56,2.71
-196,Felipe474,Felipe474/q-Taxi-v3,4.85,7.56,2.71
-197,mshibatatt,mshibatatt/q-Taxi-v3,4.85,7.56,2.71
-198,azaazato,azaazato/q-Taxi-v3-v1,4.85,7.56,2.71
-199,nhiro3303,nhiro3303/q-Taxi-v3,4.85,7.56,2.71
-200,petergoldstein,petergoldstein/Taxi-v3-1M,4.85,7.56,2.71
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-202,ivi137,ivi137/q-Taxi-v3,4.85,7.56,2.71
-203,WeoKeo,WeoKeo/q-Taxi-v3,4.85,7.56,2.71
-204,wptmdoorn,wptmdoorn/Taxi-v3,4.85,7.56,2.71
-205,biwako,biwako/taxi-v3-v1,4.85,7.56,2.71
-206,coldra1n,coldra1n/taxi-v3-2.5m-lr0.01,4.85,7.56,2.71
-207,coldra1n,coldra1n/axi-v3,4.85,7.56,2.71
-208,Dominique503,Dominique503/q-Taxi-v3,4.85,7.56,2.71
-209,ravkumar,ravkumar/q-Taxi-v3,4.85,7.56,2.71
-210,ravkumar,ravkumar/Taxi-v3,4.85,7.56,2.71
-211,rlucasz93,rlucasz93/taxi-v3,4.85,7.56,2.71
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-734,Luksal,Luksal/q-Taxi-v3,4.85,7.56,2.71
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-748,Nelsonlin0321,Nelsonlin0321/Q-Taxi-v3,4.85,7.56,2.71
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-762,Kittitouch,Kittitouch/q-Taxi-v3,4.85,7.56,2.71
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-1878,Smone55,Smone55/Taxi_v3,4.8,7.54,2.74
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