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-v3,12.0,12.0,0.0
-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
@@ -12,8 +12,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 11,Arikkod,Arikkod/Q-Taxi-V3,7.02,9.6,2.58
 12,DBusAI,DBusAI/q-Taxi-v3-v2,6.229999999999999,9.12,2.89
 13,Karmvir-Phogat,Karmvir-Phogat/q-Taxi-v3,6.01,8.33,2.32
-14,shreyansjain,shreyansjain/q-Taxi-v3-Qtable,6.0,6.0,0.0
-15,ntinosmg,ntinosmg/q-Taxi-v3,6.0,6.0,0.0
+14,ntinosmg,ntinosmg/q-Taxi-v3,6.0,6.0,0.0
+15,shreyansjain,shreyansjain/q-Taxi-v3-Qtable,6.0,6.0,0.0
 16,peteozegov,peteozegov/q-Taxi-v3,5.86,8.4,2.54
 17,vodanh4299,vodanh4299/q-FrozenLake-v1-4x4-noSlippery,5.550000000000001,8.21,2.66
 18,Shilash,Shilash/q-learning-taxi-v3,5.529999999999999,8.01,2.48
@@ -24,2570 +24,2571 @@ 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,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
-27,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
-28,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
-29,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
-30,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
+26,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
+27,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
+28,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
+29,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
+30,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
 31,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62
-32,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-33,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
-34,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
-35,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
-36,lianlian123,lianlian123/Taxi-v3,4.8999999999999995,7.52,2.62
+32,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
+33,lianlian123,lianlian123/Taxi-v3,4.8999999999999995,7.52,2.62
+34,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+35,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
+36,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
 37,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
-38,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-39,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
-40,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
-41,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
-42,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
+38,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
+39,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
+40,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
+41,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
+42,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
 43,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
-44,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
+44,taehoon1lee,taehoon1lee/Taxi-v3,4.890000000000001,7.5,2.61
 45,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
 46,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
-47,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,mrvincenzo,mrvincenzo/q-Taxi-v3,4.87,7.5,2.63
-50,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
-51,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
-52,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
-53,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
-54,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
-55,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
-56,mort1k,mort1k/q-learning-taxi,4.87,7.5,2.63
-57,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
-58,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
-59,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
-60,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
-61,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72
+49,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
+50,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
+51,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
+52,mrvincenzo,mrvincenzo/q-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,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
+57,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
+58,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
+59,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
+60,mort1k,mort1k/q-learning-taxi,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,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
+64,thien1892,thien1892/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,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63
-68,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63
-69,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63
-70,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63
-71,feng5520,feng5520/Taxi-v3,4.85,7.56,2.71
-72,acampillos,acampillos/q-Taxi-v3,4.85,7.56,2.71
-73,EdenYav,EdenYav/Taxi-v3,4.85,7.56,2.71
-74,pablomaya,pablomaya/Taxiv3,4.85,7.54,2.69
-75,NihiLicA,NihiLicA/Taxi-v3,4.85,7.56,2.71
-76,tvnguyen,tvnguyen/q-Taxi-v3,4.85,7.56,2.71
-77,Vecc3nz,Vecc3nz/Taxi-v3,4.85,7.56,2.71
-78,YoriV,YoriV/q-Taxi-v3,4.85,7.56,2.71
-79,mili7522,mili7522/q-Taxi-v3,4.85,7.56,2.71
-80,nomad-ai,nomad-ai/Taxi-v3,4.85,7.56,2.71
-81,Leukschrauber,Leukschrauber/Taxi-v3,4.85,7.56,2.71
-82,tux,tux/q-Taxi-v3-4,4.85,7.56,2.71
-83,Mtc2,Mtc2/q-Taxi-v3,4.85,7.56,2.71
-84,tux,tux/q-Taxi-v3-3,4.85,7.56,2.71
-85,fx1H,fx1H/q-Taxi-v3-v2,4.85,7.56,2.71
-86,olianate,olianate/q-Taxi-v3,4.85,7.56,2.71
-87,Curiolearner,Curiolearner/q-Taxi-v3,4.85,7.56,2.71
-88,Boristss,Boristss/taxi_tutut,4.85,7.56,2.71
-89,tomercagan,tomercagan/q-Taxi-v3,4.85,7.56,2.71
-90,SRKConsulting,SRKConsulting/Taxi-v3-X,4.85,7.56,2.71
-91,tux,tux/q-Taxi-v3-1,4.85,7.56,2.71
-92,tux,tux/q-Taxi-v3,4.85,7.56,2.71
-93,Brain22,Brain22/Taxi-v3,4.85,7.56,2.71
-94,SRKConsulting,SRKConsulting/Taxi-v3-Z,4.85,7.56,2.71
-95,dn-gh,dn-gh/Q-Taxi-v3-2,4.85,7.56,2.71
-96,dn-gh,dn-gh/Q-Taxi-v3-3,4.85,7.56,2.71
-97,SRKConsulting,SRKConsulting/Taxi-v3-Y,4.85,7.56,2.71
-98,dn-gh,dn-gh/Q-Taxi-v3-4,4.85,7.56,2.71
-99,Pearson,Pearson/q-Taxi-v3,4.85,7.56,2.71
-100,RMAV,RMAV/taxi-driver,4.85,7.56,2.71
-101,tux,tux/q-Taxi-v3-2,4.85,7.56,2.71
-102,stevbach,stevbach/Taxi-v3-p1,4.85,7.56,2.71
-103,alkiskoudounas,alkiskoudounas/q-Taxi-v3,4.85,7.56,2.71
-104,SaathvikD,SaathvikD/q-Taxi-v3,4.85,7.56,2.71
-105,moiduy04,moiduy04/q-Taxi-v3,4.85,7.56,2.71
-106,pseudo2010,pseudo2010/Taki_v3RL2,4.85,7.56,2.71
-107,pseudo2010,pseudo2010/Taki_v3RL,4.85,7.56,2.71
-108,jerka,jerka/taxi_v3,4.85,7.56,2.71
-109,goodacheez,goodacheez/q-Taxi-v3-v2,4.85,7.56,2.71
-110,TahsinZaman,TahsinZaman/q-Taxi-v3,4.85,7.56,2.71
-111,saberzl,saberzl/taxi_v3,4.85,7.56,2.71
-112,saberzl,saberzl/taxi_v2,4.85,7.56,2.71
-113,maidh,maidh/q-Taxi-v3,4.85,7.56,2.71
-114,dsupa,dsupa/unit2-taxi,4.85,7.52,2.67
-115,drbeane,drbeane/q-Taxi-v3,4.85,7.56,2.71
-116,arkadyark,arkadyark/q-Taxi-v3,4.85,7.56,2.71
-117,infatum,infatum/q-Taxi-v3,4.85,7.56,2.71
-118,lio,lio/Taxi,4.85,7.56,2.71
-119,songyizhao,songyizhao/q-taxi-v3,4.85,7.52,2.67
-120,saberzl,saberzl/taxi_v4,4.85,7.56,2.71
-121,mrigendraagrawal,mrigendraagrawal/taxi-RL,4.85,7.56,2.71
-122,rlucasz93,rlucasz93/taxi-v3,4.85,7.56,2.71
-123,Patters,Patters/taxi-v3,4.85,7.56,2.71
-124,bestemoon,bestemoon/q-Taxi-v3,4.85,7.56,2.71
-125,ivi137,ivi137/q-Taxi-v3,4.85,7.56,2.71
-126,ivi137,ivi137/Taxi-v3,4.85,7.56,2.71
-127,SeNSiTivE,SeNSiTivE/RL-Course-Unit_2-q-Taxi-v3,4.85,7.56,2.71
-128,Rubywong123,Rubywong123/q-Taxi-v3,4.85,7.56,2.71
-129,kaliputra,kaliputra/q-Taxi-v3-v2,4.85,7.56,2.71
-130,RandenBanuelos,RandenBanuelos/q-Taxi-v3,4.85,7.56,2.71
-131,SRKConsulting,SRKConsulting/Taxi-v3-W,4.85,7.56,2.71
-132,pyflynn,pyflynn/taxi-v3-model-v0,4.85,7.56,2.71
-133,mshibatatt,mshibatatt/q-Taxi-v3,4.85,7.56,2.71
-134,nikogarro,nikogarro/Q-Taxi-v3,4.85,7.56,2.71
-135,arxaqapi,arxaqapi/Taxi-v3,4.85,7.56,2.71
-136,PecanPi,PecanPi/q-taxi-v3-v2,4.85,7.56,2.71
-137,petergoldstein,petergoldstein/Taxi-v3-1M,4.85,7.56,2.71
-138,petergoldstein,petergoldstein/Taxi-v3-default,4.85,7.54,2.69
-139,Larxel,Larxel/q-Taxi-v3,4.85,7.56,2.71
-140,imar0,imar0/Taxi-v3,4.85,7.56,2.71
-141,nabeelraza,nabeelraza/taxi-driver-rl,4.85,7.56,2.71
-142,MiguelArd,MiguelArd/Taxi-v3,4.85,7.56,2.71
-143,nossal,nossal/rl-q-taxi-v3,4.85,7.56,2.71
-144,nsecord,nsecord/q-Taxi-v3-attempt3,4.85,7.56,2.71
-145,nsecord,nsecord/q-Taxi-v3-attempt2,4.85,7.56,2.71
-146,jcramirezpr,jcramirezpr/Taxi-v3,4.85,7.56,2.71
-147,parinzee,parinzee/huggingface-taxi-v3,4.85,7.56,2.71
-148,HaiderAUT,HaiderAUT/Taxi-v3,4.85,7.56,2.71
-149,menoua,menoua/q-Taxi-v3,4.85,7.56,2.71
-150,azaazato,azaazato/q-Taxi-v3-v1,4.85,7.56,2.71
-151,av3006,av3006/q-Taxi-v3,4.85,7.56,2.71
-152,pryjuli,pryjuli/Taxi-v3,4.85,7.56,2.71
-153,nasheed,nasheed/taxi-v3-assignment,4.85,7.56,2.71
-154,friendlyGiraffe,friendlyGiraffe/q-Taxi-v3,4.85,7.56,2.71
-155,justlotw,justlotw/taxi-v3,4.85,7.56,2.71
-156,Ithai,Ithai/q-Taxi-v3,4.85,7.56,2.71
-157,eryzml,eryzml/Taxi-v3-Test_2,4.85,7.56,2.71
-158,apatole,apatole/q-taxi,4.85,7.5,2.65
-159,unit0113,unit0113/Taxi-v3,4.85,7.56,2.71
-160,giobin,giobin/taxi-v3-v1,4.85,7.56,2.71
-161,KubiakJakub01,KubiakJakub01/Taxi-v3,4.85,7.56,2.71
-162,jrreda,jrreda/rl_02_Taxi-v3_Qtable,4.85,7.56,2.71
-163,Horken,Horken/q_taxi_v2,4.85,7.56,2.71
-164,matank,matank/Taxi-v3,4.85,7.56,2.71
-165,ShadeEngine,ShadeEngine/q-Taxi-v3,4.85,7.56,2.71
-166,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-500_steps,4.85,7.56,2.71
-167,xavidejuan,xavidejuan/Taxiv3-Qvalue,4.85,7.54,2.69
-168,temporary0-0name,temporary0-0name/Taxi-v3,4.85,7.56,2.71
-169,YedMavus,YedMavus/Taxi-v1,4.85,7.56,2.71
-170,edata,edata/taxi-v3,4.85,7.54,2.69
-171,DelusionalDreams,DelusionalDreams/Taxi-v3-35k,4.85,7.56,2.71
-172,vnykr,vnykr/q-Taxi-v3,4.85,7.56,2.71
-173,YCHuang2112,YCHuang2112/q-Taxi-v3,4.85,7.56,2.71
-174,YCHuang2112,YCHuang2112/q-Taxi-v3-4x4-Slippery,4.85,7.56,2.71
-175,Rock910,Rock910/Taxi-v3,4.85,7.56,2.71
-176,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps-v3,4.85,7.56,2.71
-177,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps-v2,4.85,7.56,2.71
-178,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps,4.85,7.56,2.71
-179,casals90,casals90/trained-taxi-v3,4.85,7.56,2.71
-180,Konrado,Konrado/Taxi-v3,4.85,7.56,2.71
-181,Decyphir,Decyphir/Taxi-v3-qtable,4.85,7.56,2.71
-182,Gamabumba,Gamabumba/Taxi-v3,4.85,7.56,2.71
-183,Nicksinru,Nicksinru/Taxi-env,4.85,7.56,2.71
-184,kestrel256,kestrel256/q-taxi-v3,4.85,7.56,2.71
-185,wptmdoorn,wptmdoorn/Taxi-v3,4.85,7.56,2.71
-186,calvincbzhang,calvincbzhang/q-Taxi-v3,4.85,7.56,2.71
-187,JessicaHsu,JessicaHsu/q-Taxi-v3-1,4.85,7.56,2.71
-188,Bodolaz,Bodolaz/Unit-2,4.85,7.56,2.71
-189,nhiro3303,nhiro3303/q-Taxi-v3,4.85,7.56,2.71
-190,ahjim0m0,ahjim0m0/Taxi-uncle-4-lr02-n100k-g097-v3,4.85,7.56,2.71
-191,ahjim0m0,ahjim0m0/Taxi-uncle-3-lr05-n100k-v3,4.85,7.56,2.71
-192,renatoviolin,renatoviolin/taxi-cab-v3,4.85,7.56,2.71
-193,ghze,ghze/Taxi-v3,4.85,7.56,2.71
-194,GEMCorp,GEMCorp/q-Taxi-v3,4.85,7.56,2.71
-195,BryanSwk,BryanSwk/Taxi-v3,4.85,7.56,2.71
-196,nic70,nic70/taxi_v3_trial1,4.85,7.56,2.71
-197,mikelixiang,mikelixiang/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71
-198,YvesP,YvesP/Taxi-v3,4.85,7.56,2.71
-199,ifti98,ifti98/taxi-v3,4.85,7.56,2.71
-200,greftly,greftly/taxi-v3,4.85,7.56,2.71
-201,AhsanZaidi,AhsanZaidi/Taxi-V3,4.85,7.56,2.71
-202,eason0203,eason0203/taxi-v3,4.85,7.56,2.71
-203,zhangjian94cn,zhangjian94cn/Taxi-v3,4.85,7.56,2.71
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