diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv"
--- "a/Taxi-v3.csv"
+++ "b/Taxi-v3.csv"
@@ -9,1083 +9,1083 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 8,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,12.0,12.0,0.0
 9,tjscollins,tjscollins/q-Taxi-v3,12.0,12.0,0.0
 10,YusuphaJuwara,YusuphaJuwara/q-taxi-v3,12.0,12.0,0.0
-11,DBusAI,DBusAI/q-Taxi-v3-v5,10.31,11.75,1.44
-12,DBusAI,DBusAI/q-Taxi-v3-v4,9.139999999999999,10.53,1.39
-13,muks,muks/q-Taxi-v1_1000,8.280000000000001,10.65,2.37
-14,FreelancerFel,FreelancerFel/q-Taxi-v3-agg,7.68,9.2,1.52
-15,DBusAI,DBusAI/q-Taxi-v3-v3,7.539999999999999,10.29,2.75
-16,comodoro,comodoro/q-Taxi-v3,7.38,9.59,2.21
-17,Arikkod,Arikkod/Q-Taxi-V3,7.02,9.6,2.58
-18,DBusAI,DBusAI/q-Taxi-v3-v2,6.229999999999999,9.12,2.89
-19,Karmvir-Phogat,Karmvir-Phogat/q-Taxi-v3,6.01,8.33,2.32
-20,shreyansjain,shreyansjain/q-Taxi-v3-Qtable,6.0,6.0,0.0
-21,ntinosmg,ntinosmg/q-Taxi-v3,6.0,6.0,0.0
-22,micdestefano,micdestefano/taxi-v3-10000000-episodes,6.0,6.0,0.0
-23,AbdelKarim95,AbdelKarim95/Taxi-v3-bis0,5.989999999999999,8.44,2.45
-24,peteozegov,peteozegov/q-Taxi-v3,5.86,8.4,2.54
-25,TaTo69,TaTo69/q-taxi-v8,5.85,8.29,2.44
-26,zap-thamm,zap-thamm/Remote-DQN-Taxi-v3,5.7700000000000005,7.9,2.13
-27,MattStammers,MattStammers/Taxi-v3-final,5.6899999999999995,8.34,2.65
-28,Perselope,Perselope/Taxi-v3_v5,5.66,7.96,2.3
-29,vodanh4299,vodanh4299/q-FrozenLake-v1-4x4-noSlippery,5.550000000000001,8.21,2.66
-30,Shilash,Shilash/q-learning-taxi-v3,5.529999999999999,8.01,2.48
-31,Perselope,Perselope/Taxi-v3_v1,5.529999999999999,7.81,2.28
-32,Perselope,Perselope/Taxi-v3_0,5.52,7.89,2.37
-33,WilliamADSP,WilliamADSP/Taxi_v3,5.47,8.09,2.62
-34,Perselope,Perselope/Taxi-v3_v3,5.43,8.18,2.75
-35,Emperor,Emperor/q-Taxi-v3-500-random-seed-1000-episodes,5.3,7.89,2.59
-36,frntcx,frntcx/q-learning-taxi,5.26,7.8,2.54
-37,Knight85,Knight85/q-Taxi-v3,5.18,7.87,2.69
-38,Perselope,Perselope/Taxi-v3_v2,5.15,7.71,2.56
-39,DavidPL1,DavidPL1/q-Taxi-v3,5.140000000000001,7.69,2.55
-40,Lodeing,Lodeing/Taxi-v3,5.14,7.93,2.79
-41,Perselope,Perselope/Taxi-v3_v4,5.12,7.7,2.58
-42,qxakshat,qxakshat/Taxi-v3,5.119999999999999,8.04,2.92
-43,sayby,sayby/q-Taxi-v3,5.11,7.66,2.55
-44,zap-thamm,zap-thamm/PPO-Taxi-v3,5.06,7.72,2.66
-45,jordandavis,jordandavis/q-Taxi-v3,5.029999999999999,7.59,2.56
-46,S-Sajad-Hosseini,S-Sajad-Hosseini/q-Taxi-v3,5.0,5.0,0.0
-47,DBusAI,DBusAI/q-Taxi-v3-v1,4.98,7.8,2.82
-48,rodrigoclira,rodrigoclira/q-Taxi-v3,4.93,7.38,2.45
-49,Ringdingler,Ringdingler/Taxi-v3,4.93,7.38,2.45
-50,elloco123,elloco123/taxi-v3,4.92,7.46,2.54
-51,YolandiTheNinja,YolandiTheNinja/q-Taxi-v3,4.92,7.36,2.44
-52,M13c,M13c/Taxi-v3,4.92,7.44,2.52
-53,GBjorn,GBjorn/q-Taxi-V3,4.9,7.36,2.46
-54,AlkQ,AlkQ/Taxi-v3,4.9,7.36,2.46
-55,yychabata,yychabata/Taxi,4.8999999999999995,7.52,2.62
-56,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
-57,yaronedri01,yaronedri01/q-TaxiDriver-v3,4.8999999999999995,7.52,2.62
-58,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
-59,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
-60,tcptsai,tcptsai/Taxi-v3,4.8999999999999995,7.52,2.62
-61,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
-62,phoenixaiden33,phoenixaiden33/Taxi-v3,4.8999999999999995,7.52,2.62
-63,phidinhthang,phidinhthang/q-Taxi-v3,4.8999999999999995,7.52,2.62
-64,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
-65,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-66,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
-67,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
-68,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-69,lianlian123,lianlian123/Taxi-v3,4.8999999999999995,7.52,2.62
-70,leandromiguel,leandromiguel/Taxi-v3-QL,4.8999999999999995,7.52,2.62
-71,josephleekl,josephleekl/q-Taxi-v3,4.8999999999999995,7.52,2.62
-72,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
-73,gabybaldeon,gabybaldeon/taxi_v3_v1,4.8999999999999995,7.52,2.62
-74,foye501,foye501/q-Taxi-v3,4.8999999999999995,7.52,2.62
-75,elkcloner,elkcloner/taxi-v1,4.8999999999999995,7.52,2.62
-76,ckmfong,ckmfong/Taxi-v3,4.8999999999999995,7.52,2.62
-77,anders0204,anders0204/taximan,4.8999999999999995,7.52,2.62
-78,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
-79,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
-80,LostPersona,LostPersona/CrazyTaxi,4.8999999999999995,7.52,2.62
-81,Klookick,Klookick/Taxi,4.8999999999999995,7.52,2.62
-82,KingLLM,KingLLM/Taxi-v3,4.8999999999999995,7.52,2.62
-83,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
-84,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62
-85,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
-86,FadySamy,FadySamy/Taxi-v3,4.8999999999999995,7.52,2.62
-87,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
-88,taehoon1lee,taehoon1lee/Taxi-v3,4.890000000000001,7.5,2.61
-89,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
-90,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
-91,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
-92,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
-93,candrews1971,candrews1971/q-taxi-v3,4.890000000000001,7.5,2.61
-94,PierreCounathe,PierreCounathe/q-Taxi-v1,4.890000000000001,7.5,2.61
-95,xKizzi,xKizzi/taxirepo,4.88,7.34,2.46
-96,tiggerhelloworld,tiggerhelloworld/q-Taxi-v3,4.870000000000001,7.48,2.61
-97,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61
-98,vicha-w,vicha-w/q-Taxi-v3-testing,4.87,7.5,2.63
-99,sosuneko,sosuneko/q-Taxi-v3,4.87,7.5,2.63
-100,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
-101,sheldonzhu,sheldonzhu/q-Taxi-v1,4.87,7.5,2.63
-102,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
-103,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
-104,mrvincenzo,mrvincenzo/q-Taxi-v3,4.87,7.5,2.63
-105,mort1k,mort1k/q-learning-taxi,4.87,7.5,2.63
-106,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
-107,mesa44,mesa44/q-Taxi-v3,4.87,7.5,2.63
-108,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
-109,coon-hound,coon-hound/cab-driving,4.87,7.5,2.63
-110,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
-111,Swadine,Swadine/taxi_v3_Q_learning,4.87,7.5,2.63
-112,SuperDan,SuperDan/Taxi-v3,4.87,7.5,2.63
-113,MattStammers,MattStammers/ppo-Taxi-v3-take2,4.87,7.58,2.71
-114,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
-115,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
-116,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
-117,Frankhuhu,Frankhuhu/Taxi-V3,4.87,7.5,2.63
-118,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
-119,zen-E,zen-E/q-Taxi-v3-v1,4.859999999999999,7.5,2.64
-120,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72
-121,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
-122,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
-123,AbdelKarim95,AbdelKarim95/Taxi-v3-bis,4.859999999999999,7.54,2.68
-124,arhamh,arhamh/Taxi-v3,4.853267652685252,7.56,2.706732347314747
-125,Yelinz,Yelinz/q-Taxi-v3-v1,4.853267652685252,7.56,2.706732347314747
-126,zaidazhari,zaidazhari/Taxi-V3,4.8500000000000005,7.48,2.63
-127,xnscdev,xnscdev/taxi-v3,4.8500000000000005,7.48,2.63
-128,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63
-129,lordsauron,lordsauron/Taxi-v3,4.8500000000000005,7.48,2.63
-130,imerino,imerino/Taxi-v3,4.8500000000000005,7.44,2.59
-131,bbnpp,bbnpp/unit2,4.8500000000000005,7.48,2.63
-132,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63
-133,adyprat,adyprat/drlc_taxi,4.8500000000000005,7.48,2.63
-134,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63
-135,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63
-136,zyoscovits,zyoscovits/q-Taxi-v3,4.85,7.56,2.71
-137,zwtharry,zwtharry/Taxiv3,4.85,7.56,2.71
-138,zwtharry,zwtharry/Taxiiv3,4.85,7.56,2.71
-139,zwangab91,zwangab91/Taxi-v3,4.85,7.56,2.71
-140,ztchir,ztchir/q-Taxi-v3,4.85,7.56,2.71
-141,zorgluf,zorgluf/taxiv3,4.85,7.56,2.71
-142,zoltantensorfow,zoltantensorfow/q-Taxi-v3,4.85,7.56,2.71
-143,zlicastro,zlicastro/q-Taxi-v3b,4.85,7.56,2.71
-144,zlicastro,zlicastro/q-Taxi-v3,4.85,7.56,2.71
-145,zjoe,zjoe/RLCourseCh2-Taxiv3,4.85,7.56,2.71
-146,zineddine,zineddine/taxi-v3,4.85,7.56,2.71
-147,ziemke,ziemke/q-Taxi-v3,4.85,7.56,2.71
-148,zhuqi,zhuqi/q-Taxi-v3,4.85,7.56,2.71
-149,zhuohao,zhuohao/Taxi-v3,4.85,7.56,2.71
-150,zhila,zhila/q-Taxi-v3,4.85,7.56,2.71
-151,zhijian12345,zhijian12345/q-Taxi-v3,4.85,7.56,2.71
-152,zhav1k,zhav1k/q-Taxi-v3,4.85,7.54,2.69
-153,zhanjun520,zhanjun520/Taxi-v3,4.85,7.56,2.71
-154,zhangjian94cn,zhangjian94cn/Taxi-v3,4.85,7.56,2.71
-155,zeyefkey,zeyefkey/q-Taxi-v3.2,4.85,7.56,2.71
-156,zeyefkey,zeyefkey/q-Taxi-v3.1,4.85,7.56,2.71
-157,zermelozf,zermelozf/Taxi-v3-q-learning,4.85,7.56,2.71
-158,zein-barhoum,zein-barhoum/Taxi-v3,4.85,7.56,2.71
-159,zeeshan-sardar,zeeshan-sardar/Taxi-v3,4.85,7.54,2.69
-160,zee0110,zee0110/Taxi-v3,4.85,7.56,2.71
-161,zdmcode,zdmcode/q-Taxi-v3,4.85,7.56,2.71
-162,zbenmo,zbenmo/QLearning-Taxi-v3,4.85,7.56,2.71
-163,zbaorgbui,zbaorgbui/Taxi-v3,4.85,7.54,2.69
-164,zarifikram,zarifikram/taxi-v3QLearning,4.85,7.56,2.71
-165,zaow,zaow/q-Taxi-v3-actionmask,4.85,7.56,2.71
-166,zachli,zachli/taxi,4.85,7.56,2.71
-167,zacdennis,zacdennis/taxi-v3,4.85,7.56,2.71
-168,z4x,z4x/Q-Taxi-v3,4.85,7.56,2.71
-169,yzzhong,yzzhong/RL_q_tax_v3,4.85,7.56,2.71
-170,yzzhong,yzzhong/RL_q_tax_v2,4.85,7.56,2.71
-171,yyq90,yyq90/Q_Taxi_test,4.85,7.56,2.71
-172,ywang760,ywang760/q-learning-Taxi-v3,4.85,7.56,2.71
-173,yuvidhepe,yuvidhepe/q-Taxi-V1,4.85,7.56,2.71
-174,yuval6967,yuval6967/Taxi-v3,4.85,7.56,2.71
-175,yunkimmy,yunkimmy/taxi,4.85,7.56,2.71
-176,yumingyi,yumingyi/q-taxi-v3,4.85,7.56,2.71
-177,yugotothebar,yugotothebar/Taxi-v3,4.85,7.56,2.71
-178,yuanzi1983918,yuanzi1983918/q-Taxi-v3,4.85,7.54,2.69
-179,youdar,youdar/Taxi-v3,4.85,7.56,2.71
-180,yotoshihiro,yotoshihiro/taxi-v3,4.85,7.56,2.71
-181,yoiimya,yoiimya/q-Taxi-v3,4.85,7.56,2.71
-182,ykirpichev,ykirpichev/q-Taxi-v3,4.85,7.56,2.71
-183,ying-zh,ying-zh/q-Taxi-v3,4.85,7.56,2.71
-184,yhna,yhna/q-learning-taxi-v3,4.85,7.56,2.71
-185,ygaci,ygaci/Taxi-v3,4.85,7.56,2.71
-186,ybutsik,ybutsik/Taxi-v3-test01,4.85,7.56,2.71
-187,yashworkdevorg,yashworkdevorg/q-Taxi-v3,4.85,7.56,2.71
-188,yashgharat,yashgharat/HFTaxi-v3,4.85,7.56,2.71
-189,yaronedri01,yaronedri01/q-Taxi-v3,4.85,7.56,2.71
-190,yann-j,yann-j/q-Taxi-v3,4.85,7.56,2.71
-191,yanick,yanick/q-Taxi-v3,4.85,7.56,2.71
-192,xyz2zyx,xyz2zyx/little-model-car,4.85,7.56,2.71
-193,xszhou,xszhou/Taxi-v3,4.85,7.56,2.71
-194,xnpeng,xnpeng/q-Taxi-v3,4.85,7.56,2.71
-195,xinli95,xinli95/q-Taxi-v3,4.85,7.56,2.71
-196,xiawei910,xiawei910/Taxi-v3,4.85,7.52,2.67
-197,xianbin,xianbin/q-Taxi-v3,4.85,7.56,2.71
-198,xh3b4sd,xh3b4sd/q-Taxi-v3,4.85,7.56,2.71
-199,xavisgg,xavisgg/Taxi-v3,4.85,7.56,2.71
-200,xavidejuan,xavidejuan/Taxiv3-Qvalue,4.85,7.54,2.69
-201,xandox,xandox/q-Taxi-v3,4.85,7.56,2.71
-202,wzhao82,wzhao82/q-Taxi-v3,4.85,7.56,2.71
-203,wywang,wywang/q-Taxi-v3-episode-1e6,4.85,7.56,2.71
-204,ws11yrin,ws11yrin/q-Taxi-v3,4.85,7.56,2.71
-205,wr0124,wr0124/taxi-v3,4.85,7.56,2.71
-206,wptmdoorn,wptmdoorn/Taxi-v3,4.85,7.56,2.71
-207,wpolatkan,wpolatkan/q-Taxi-v3,4.85,7.54,2.69
-208,wpbsball12,wpbsball12/q-taxi-v3-testing,4.85,7.56,2.71
-209,worsty,worsty/Taxi-v3,4.85,7.56,2.71
-210,wooii,wooii/Taxi-v3,4.85,7.56,2.71
-211,wooihen,wooihen/q-Taxi-v3-TEST,4.85,7.56,2.71
-212,willnguyen,willnguyen/q-Taxi-v3,4.85,7.56,2.71
-213,williamking1221,williamking1221/q-Taxi-v3,4.85,7.56,2.71
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-215,whywynn,whywynn/q-Taxi-v3,4.85,7.56,2.71
-216,whyguu,whyguu/q-Taxi-v3,4.85,7.56,2.71
-217,wei23,wei23/taxi_try_1,4.85,7.56,2.71
-218,wasimar,wasimar/Q-Taxi,4.85,7.56,2.71
-219,wangffeing,wangffeing/q-Taxi-v3-rgb_array,4.85,7.56,2.71
-220,wahaha1987,wahaha1987/q-Taxi-v3,4.85,7.56,2.71
-221,w0475858,w0475858/Taxi-v3,4.85,7.56,2.71
-222,vumichien,vumichien/q-Taxi-v3,4.85,7.56,2.71
-223,vrajur,vrajur/taxi-v3,4.85,7.56,2.71
-224,voxxer,voxxer/q-Taxi-v3,4.85,7.56,2.71
-225,vovikdrg,vovikdrg/taxi-rl,4.85,7.56,2.71
-226,voleg44,voleg44/q-Taxi-v3,4.85,7.56,2.71
-227,vnykr,vnykr/q-Taxi-v3,4.85,7.56,2.71
-228,vldnechai,vldnechai/q-taxi-v3,4.85,7.56,2.71
-229,vkamenski,vkamenski/Taxi-v3,4.85,7.56,2.71
-230,vk21,vk21/Taxi-v3-v1,4.85,7.56,2.71
-231,vitorhgomes,vitorhgomes/q-Taxi-v3-2,4.85,7.56,2.71
-232,vishnuhaasan,vishnuhaasan/q-learning-taxi-v3,4.85,7.56,2.71
-233,virtualdann,virtualdann/Taxi-v3-QLearnTutorial,4.85,7.56,2.71
-234,violetapascual,violetapascual/q-Taxi-v3,4.85,7.56,2.71
-235,vinisvictorelli,vinisvictorelli/Taxi-v3,4.85,7.56,2.71
-236,vineetsharma,vineetsharma/q-Taxi-v3_million_steps,4.85,7.56,2.71
-237,vineetsharma,vineetsharma/q-Taxi-v3,4.85,7.56,2.71
-238,vinben007,vinben007/Taxi-v3,4.85,7.54,2.69
-239,vieveks,vieveks/taki-v3-500000,4.85,7.56,2.71
-240,vieveks,vieveks/taki-v3-50000,4.85,7.56,2.71
-241,vierlinglukas,vierlinglukas/qlearning_taxi-v3,4.85,7.52,2.67
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+4505,rfanucchi,rfanucchi/taxi_v10,-436.1,-158.43,277.67