diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv"
--- "a/Taxi-v3.csv"
+++ "b/Taxi-v3.csv"
@@ -26,1085 +26,1085 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 25,sayby,sayby/q-Taxi-v3,5.11,7.66,2.55
 26,S-Sajad-Hosseini,S-Sajad-Hosseini/q-Taxi-v3,5.0,5.0,0.0
 27,DBusAI,DBusAI/q-Taxi-v3-v1,4.98,7.8,2.82
-28,rodrigoclira,rodrigoclira/q-Taxi-v3,4.93,7.38,2.45
-29,Ringdingler,Ringdingler/Taxi-v3,4.93,7.38,2.45
-30,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
-31,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
-32,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-33,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62
-34,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
-35,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
-36,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-37,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
-38,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
-39,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
-40,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
+28,Ringdingler,Ringdingler/Taxi-v3,4.93,7.38,2.45
+29,rodrigoclira,rodrigoclira/q-Taxi-v3,4.93,7.38,2.45
+30,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
+31,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+32,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
+33,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
+34,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62
+35,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
+36,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+37,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
+38,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
+39,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
+40,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
 41,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
-42,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
-43,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
-44,elkcloner,elkcloner/taxi-v1,4.8999999999999995,7.52,2.62
-45,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
-46,lianlian123,lianlian123/Taxi-v3,4.8999999999999995,7.52,2.62
-47,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
-48,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
-49,taehoon1lee,taehoon1lee/Taxi-v3,4.890000000000001,7.5,2.61
-50,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
-51,PierreCounathe,PierreCounathe/q-Taxi-v1,4.890000000000001,7.5,2.61
-52,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
+42,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
+43,lianlian123,lianlian123/Taxi-v3,4.8999999999999995,7.52,2.62
+44,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
+45,elkcloner,elkcloner/taxi-v1,4.8999999999999995,7.52,2.62
+46,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
+47,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
+48,PierreCounathe,PierreCounathe/q-Taxi-v1,4.890000000000001,7.5,2.61
+49,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
+50,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
+51,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
+52,taehoon1lee,taehoon1lee/Taxi-v3,4.890000000000001,7.5,2.61
 53,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
 54,tiggerhelloworld,tiggerhelloworld/q-Taxi-v3,4.870000000000001,7.48,2.61
 55,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61
-56,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
+56,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
 57,MattStammers,MattStammers/ppo-Taxi-v3-take2,4.87,7.58,2.71
-58,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
-59,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
-60,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
-61,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
-62,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
-63,mrvincenzo,mrvincenzo/q-Taxi-v3,4.87,7.5,2.63
-64,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
-65,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
+58,mrvincenzo,mrvincenzo/q-Taxi-v3,4.87,7.5,2.63
+59,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
+60,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
+61,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
+62,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
+63,sosuneko,sosuneko/q-Taxi-v3,4.87,7.5,2.63
+64,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
+65,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
 66,mort1k,mort1k/q-learning-taxi,4.87,7.5,2.63
-67,sosuneko,sosuneko/q-Taxi-v3,4.87,7.5,2.63
-68,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
-69,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
-70,zen-E,zen-E/q-Taxi-v3-v1,4.859999999999999,7.5,2.64
-71,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72
-72,AbdelKarim95,AbdelKarim95/Taxi-v3-bis,4.859999999999999,7.54,2.68
-73,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
-74,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
+67,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
+68,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
+69,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
+70,AbdelKarim95,AbdelKarim95/Taxi-v3-bis,4.859999999999999,7.54,2.68
+71,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
+72,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
+73,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72
+74,zen-E,zen-E/q-Taxi-v3-v1,4.859999999999999,7.5,2.64
 75,Yelinz,Yelinz/q-Taxi-v3-v1,4.853267652685252,7.56,2.706732347314747
 76,lordsauron,lordsauron/Taxi-v3,4.8500000000000005,7.48,2.63
-77,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63
-78,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63
-79,adyprat,adyprat/drlc_taxi,4.8500000000000005,7.48,2.63
-80,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63
-81,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63
-82,kestrel256,kestrel256/q-taxi-v3,4.85,7.56,2.71
-83,Nonin,Nonin/Taxi3_V1,4.85,7.56,2.71
-84,VAZaytsev,VAZaytsev/Taxi-v3,4.85,7.56,2.71
-85,enlacinglines,enlacinglines/Taxi-v3-50kepisodes,4.85,7.56,2.71
-86,Gabcsor,Gabcsor/q-Taxi-v0,4.85,7.56,2.71
-87,saeedHedayatian,saeedHedayatian/qlearning-taxi,4.85,7.56,2.71
-88,jackmedda,jackmedda/q-Taxi-v3,4.85,7.56,2.71
-89,kongacute,kongacute/q-Taxi-v3,4.85,7.56,2.71
-90,Alex48,Alex48/Taxi-v3,4.85,7.56,2.71
-91,menoua,menoua/q-Taxi-v3,4.85,7.56,2.71
-92,KubiakJakub01,KubiakJakub01/Taxi-v3,4.85,7.56,2.71
-93,kks8b,kks8b/Taxi-v3,4.85,7.56,2.71
-94,justlotw,justlotw/taxi-v3,4.85,7.56,2.71
-95,AlexCagareli,AlexCagareli/q-Taxi-v3,4.85,7.56,2.71
-96,Ithai,Ithai/q-Taxi-v3,4.85,7.56,2.71
-97,eryzml,eryzml/Taxi-v3-Test_2,4.85,7.56,2.71
-98,ivi137,ivi137/q-Taxi-v3,4.85,7.56,2.71
-99,friendlyGiraffe,friendlyGiraffe/q-Taxi-v3,4.85,7.56,2.71
-100,pryjuli,pryjuli/Taxi-v3,4.85,7.56,2.71
-101,hannahh7,hannahh7/Taxi-V3,4.85,7.56,2.71
-102,av3006,av3006/q-Taxi-v3,4.85,7.56,2.71
-103,verderis,verderis/ToxiTaxi,4.85,7.56,2.71
-104,parsasam,parsasam/q-Taxi-v3,4.85,7.56,2.71
-105,nsecord,nsecord/q-Taxi-v3-attempt2,4.85,7.56,2.71
-106,Luca77,Luca77/Q-Taxi,4.85,7.56,2.71
-107,Nonin,Nonin/Taxi3_V1_v2,4.85,7.56,2.71
-108,nsecord,nsecord/q-Taxi-v3-attempt3,4.85,7.56,2.71
-109,nossal,nossal/rl-q-taxi-v3,4.85,7.56,2.71
-110,ivi137,ivi137/Taxi-v3,4.85,7.56,2.71
-111,jackoyoungblood,jackoyoungblood/DeepRL23,4.85,7.56,2.71
-112,thiendio,thiendio/q-learning-Taxi-v3,4.85,7.56,2.71
-113,sw1214,sw1214/q-Taxi-v3,4.85,7.56,2.71
-114,Dharmasish,Dharmasish/Taxi_model,4.85,7.54,2.69
-115,thomassshaw,thomassshaw/q-taxi-v3,4.85,7.56,2.71
-116,JessicaHsu,JessicaHsu/q-Taxi-v3-1,4.85,7.56,2.71
-117,vumichien,vumichien/q-Taxi-v3,4.85,7.56,2.71
-118,mihirdeo16,mihirdeo16/qtable-taxi-v3,4.85,7.56,2.71
-119,Rodrigo4N,Rodrigo4N/Taxi-v3_uwu,4.85,7.56,2.71
-120,smarquie,smarquie/unnit2,4.85,7.56,2.71
-121,tvarella,tvarella/taxitaxi,4.85,7.56,2.71
-122,fx815,fx815/q-learning-taxt-v3-02,4.85,7.56,2.71
-123,SeNSiTivE,SeNSiTivE/RL-Course-Unit_2-q-Taxi-v3,4.85,7.56,2.71
-124,Rubywong123,Rubywong123/q-Taxi-v3,4.85,7.56,2.71
-125,TootToot,TootToot/FirstTaxi,4.85,7.56,2.71
-126,kaliputra,kaliputra/q-Taxi-v3-v2,4.85,7.56,2.71
-127,Akriel,Akriel/q-Taxi-v3,4.85,7.56,2.71
-128,augustogeog,augustogeog/q-Taxi-v3-iterative,4.85,7.56,2.71
-129,wptmdoorn,wptmdoorn/Taxi-v3,4.85,7.56,2.71
-130,calvincbzhang,calvincbzhang/q-Taxi-v3,4.85,7.56,2.71
-131,pyflynn,pyflynn/taxi-v3-model-v0,4.85,7.56,2.71
-132,RaedS,RaedS/q-Taxi-v3,4.85,7.56,2.71
-133,pastells,pastells/taxi-v3,4.85,7.56,2.71
-134,erud1t3,erud1t3/Taxi-v3,4.85,7.56,2.71
-135,AlexSh,AlexSh/Taxi-v3,4.85,7.56,2.71
-136,ammr,ammr/q-Taxi-v3,4.85,7.56,2.71
-137,annelegendre,annelegendre/q-Taxi-v3,4.85,7.56,2.71
-138,augustogeog,augustogeog/q-Taxi-v3-iterative-10mil,4.85,7.56,2.71
-139,Nicksinru,Nicksinru/Taxi-env,4.85,7.56,2.71
-140,pete88b,pete88b/q-Taxi-v3-0.0.1,4.85,7.56,2.71
-141,Ili1991,Ili1991/q-Taxi-v1,4.85,7.56,2.71
-142,juliawabant,juliawabant/q-Taxi-v3,4.85,7.54,2.69
-143,joshmazen,joshmazen/taxiv3,4.85,7.56,2.71
-144,Ellbendls,Ellbendls/Taxiii,4.85,7.56,2.71
-145,LOGQS,LOGQS/Taxi-v3,4.85,7.56,2.71
-146,NickThe1,NickThe1/Taxi-v3,4.85,7.56,2.71
-147,Swyhn,Swyhn/qlearning_taxi,4.85,7.56,2.71
-148,Abhinay322433,Abhinay322433/Taxi-v3,4.85,7.56,2.71
-149,Paperbag,Paperbag/Taxi-v3,4.85,7.56,2.71
-150,mingdinghan,mingdinghan/Taxi-v3,4.85,7.56,2.71
-151,fx815,fx815/q-learning-taxt-v3-01,4.85,7.56,2.71
-152,Max100ce,Max100ce/q-Taxi-v3,4.85,7.56,2.71
-153,pumpitup521,pumpitup521/q-Taxi-v3,4.85,7.56,2.71
-154,TimVG,TimVG/Taxi-v3,4.85,7.56,2.71
-155,edata,edata/taxi-v3,4.85,7.54,2.69
-156,FredS1000,FredS1000/TaxiV1,4.85,7.56,2.71
-157,dyingc,dyingc/Taxi-v3,4.85,7.56,2.71
-158,andrea-silvi,andrea-silvi/q-taxi,4.85,7.56,2.71
-159,eswardivi,eswardivi/q-Taxi-v3,4.85,7.56,2.71
-160,coddiw0mple,coddiw0mple/Taxi-v3,4.85,7.56,2.71
-161,yuval6967,yuval6967/Taxi-v3,4.85,7.56,2.71
-162,DanAllford,DanAllford/Q-learning-taxi-v3,4.85,7.56,2.71
-163,audreyfeldroy,audreyfeldroy/q-Taxi-v3,4.85,7.56,2.71
-164,DrishtiSharma,DrishtiSharma/q-Taxi-v3-100000-episodes,4.85,7.56,2.71
-165,Yazidoo,Yazidoo/Taxi-v3,4.85,7.56,2.71
-166,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-500_steps,4.85,7.56,2.71
-167,sadra-barikbin,sadra-barikbin/gym-Taxi-v3-Q-Learning,4.85,7.56,2.71
-168,azetaaa,azetaaa/q-Taxi-v3,4.85,7.56,2.71
-169,indigorange,indigorange/Taxi-v3,4.85,7.56,2.71
-170,abarekatain,abarekatain/q-Taxi-v3,4.85,7.56,2.71
-171,Leonhard17,Leonhard17/q-Taxi-v3,4.85,7.56,2.71
-172,jinukoo,jinukoo/q-Taxi-v3,4.85,7.56,2.71
-173,lyusungwon,lyusungwon/q-Taxi-v3,4.85,7.56,2.71
-174,ssw1591,ssw1591/q-Taxi-v3,4.85,7.56,2.71
-175,mishall,mishall/q-Taxi-v3,4.85,7.56,2.71
-176,parinzee,parinzee/huggingface-taxi-v3,4.85,7.56,2.71
-177,Hans14,Hans14/Taxi_v3,4.85,7.56,2.71
-178,varevshatyan,varevshatyan/q-taxi-v3,4.85,7.56,2.71
-179,tkoterwas,tkoterwas/q-learning-tax-v3,4.85,7.56,2.71
-180,Suprabound,Suprabound/q-Taxi-v3-Supra,4.85,7.56,2.71
-181,CloXD,CloXD/Taxi-V3,4.85,7.56,2.71
-182,vk21,vk21/Taxi-v3-v1,4.85,7.56,2.71
-183,sjainlucky,sjainlucky/taxi,4.85,7.56,2.71
-184,Youngdal,Youngdal/Taxi-3-default,4.85,7.56,2.71
-185,claudiodev,claudiodev/q-Taxi-v3,4.85,7.56,2.71
-186,Gabcsor,Gabcsor/q-Taxi-v1,4.85,7.56,2.71
-187,jayeshvpatil,jayeshvpatil/q-Taxi-v3,4.85,7.56,2.71
-188,andli28,andli28/q-taxi-v3,4.85,7.56,2.71
-189,LieUr,LieUr/q-Taxi-v3,4.85,7.56,2.71
-190,1itai1,1itai1/q-Taxi-v3,4.85,7.56,2.71
-191,algocompretto,algocompretto/TaxiDriver-v0,4.85,7.56,2.71
-192,mehrzad-shahin,mehrzad-shahin/q-Taxi-v3-toy,4.85,7.56,2.71
-193,avojarot,avojarot/Taxi-v3,4.85,7.56,2.71
-194,Gabcsor,Gabcsor/q-Taxi-v2,4.85,7.56,2.71
-195,mdapri,mdapri/q-Taxi-v3,4.85,7.56,2.71
-196,toreil,toreil/Taxi-v3-Q-Learning,4.85,7.56,2.71
-197,collabrl,collabrl/Taxi-v3,4.85,7.56,2.71
-198,orepin,orepin/q-Taxi-v3-1M-steps-lr01,4.85,7.56,2.71
-199,macb,macb/q-taxi-v3,4.85,7.56,2.71
-200,AnAmbitiousMonk,AnAmbitiousMonk/Taxi-v1,4.85,7.56,2.71
-201,Manaro,Manaro/Taxi-v3,4.85,7.56,2.71
-202,photel,photel/taxi-v3,4.85,7.56,2.71
-203,silver18723,silver18723/q-Taxi-v3,4.85,7.56,2.71
-204,yuvidhepe,yuvidhepe/q-Taxi-V1,4.85,7.56,2.71
-205,YCHuang2112,YCHuang2112/q-Taxi-v3-4x4-Slippery,4.85,7.56,2.71
-206,Rock910,Rock910/Taxi-v3,4.85,7.56,2.71
-207,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps-v3,4.85,7.56,2.71
-208,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps-v2,4.85,7.56,2.71
-209,ekanshgupta92,ekanshgupta92/Taxi_v3_qlearning,4.85,7.56,2.71
-210,xavidejuan,xavidejuan/Taxiv3-Qvalue,4.85,7.54,2.69
-211,HaiderAUT,HaiderAUT/Taxi-v3,4.85,7.56,2.71
-212,YedMavus,YedMavus/Taxi-v1,4.85,7.56,2.71
-213,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps,4.85,7.56,2.71
-214,DelusionalDreams,DelusionalDreams/Taxi-v3-35k,4.85,7.56,2.71
-215,nabeelraza,nabeelraza/taxi-driver-rl,4.85,7.56,2.71
-216,MiguelArd,MiguelArd/Taxi-v3,4.85,7.56,2.71
-217,vnykr,vnykr/q-Taxi-v3,4.85,7.56,2.71
-218,Gamabumba,Gamabumba/Taxi-v3,4.85,7.56,2.71
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-1587,nemanjar,nemanjar/q-Taxi-v3,4.85,7.56,2.71
-1588,lvodoleyl,lvodoleyl/drl_course_taxi_classical_q_learning_v2,4.85,7.56,2.71
-1589,Phips,Phips/Taxi-v3,4.85,7.56,2.71
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-1591,EmirhanExecute,EmirhanExecute/Taxi-v3,4.85,7.56,2.71
-1592,zwtharry,zwtharry/Taxiiv3,4.85,7.56,2.71
-1593,zwtharry,zwtharry/Taxiv3,4.85,7.56,2.71
-1594,1aurent,1aurent/q-Taxi-v3,4.85,7.56,2.71
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-1596,ckauth,ckauth/q-Taxi-v3,4.85,7.56,2.71
-1597,yanick,yanick/q-Taxi-v3,4.85,7.56,2.71
-1598,PabloTa,PabloTa/q-Taxi-v3,4.85,7.56,2.71
-1599,akgeni,akgeni/taxiv3_Qlearning,4.85,7.56,2.71
-1600,mo-shadfar,mo-shadfar/q-Taxi-v3-v1,4.85,7.56,2.71
-1601,J3,J3/q-Taxi-v3,4.85,7.56,2.71
-1602,jayshim,jayshim/Taxi-v3-test,4.85,7.56,2.71
-1603,dirkvg,dirkvg/taxi_v3,4.85,7.56,2.71
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