diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv"
--- "a/Taxi-v3.csv"
+++ "b/Taxi-v3.csv"
@@ -34,1008 +34,1008 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 33,Perselope,Perselope/Taxi-v3_0,5.52,7.89,2.37
 34,WilliamADSP,WilliamADSP/Taxi_v3,5.47,8.09,2.62
 35,Perselope,Perselope/Taxi-v3_v3,5.43,8.18,2.75
-36,inventwithdean,inventwithdean/q-Taxi-v3,5.42,7.99,2.57
-37,Emperor,Emperor/q-Taxi-v3-500-random-seed-1000-episodes,5.3,7.89,2.59
-38,frntcx,frntcx/q-learning-taxi,5.26,7.8,2.54
-39,Knight85,Knight85/q-Taxi-v3,5.18,7.87,2.69
-40,Perselope,Perselope/Taxi-v3_v2,5.15,7.71,2.56
-41,DavidPL1,DavidPL1/q-Taxi-v3,5.140000000000001,7.69,2.55
-42,Lodeing,Lodeing/Taxi-v3,5.14,7.93,2.79
-43,Perselope,Perselope/Taxi-v3_v4,5.12,7.7,2.58
-44,qxakshat,qxakshat/Taxi-v3,5.119999999999999,8.04,2.92
-45,sayby,sayby/q-Taxi-v3,5.11,7.66,2.55
-46,zap-thamm,zap-thamm/PPO-Taxi-v3,5.06,7.72,2.66
-47,jordandavis,jordandavis/q-Taxi-v3,5.029999999999999,7.59,2.56
-48,S-Sajad-Hosseini,S-Sajad-Hosseini/q-Taxi-v3,5.0,5.0,0.0
-49,DBusAI,DBusAI/q-Taxi-v3-v1,4.98,7.8,2.82
-50,rodrigoclira,rodrigoclira/q-Taxi-v3,4.93,7.38,2.45
-51,Ringdingler,Ringdingler/Taxi-v3,4.93,7.38,2.45
-52,elloco123,elloco123/taxi-v3,4.92,7.46,2.54
-53,YolandiTheNinja,YolandiTheNinja/q-Taxi-v3,4.92,7.36,2.44
-54,M13c,M13c/Taxi-v3,4.92,7.44,2.52
-55,GBjorn,GBjorn/q-Taxi-V3,4.9,7.36,2.46
-56,AlkQ,AlkQ/Taxi-v3,4.9,7.36,2.46
-57,yychabata,yychabata/Taxi,4.8999999999999995,7.52,2.62
-58,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
-59,yaronedri01,yaronedri01/q-TaxiDriver-v3,4.8999999999999995,7.52,2.62
-60,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
-61,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
-62,tcptsai,tcptsai/Taxi-v3,4.8999999999999995,7.52,2.62
-63,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
-64,phoenixaiden33,phoenixaiden33/Taxi-v3,4.8999999999999995,7.52,2.62
-65,phidinhthang,phidinhthang/q-Taxi-v3,4.8999999999999995,7.52,2.62
-66,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
-67,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-68,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
-69,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
-70,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-71,lianlian123,lianlian123/Taxi-v3,4.8999999999999995,7.52,2.62
-72,leandromiguel,leandromiguel/Taxi-v3-QL,4.8999999999999995,7.52,2.62
-73,josephleekl,josephleekl/q-Taxi-v3,4.8999999999999995,7.52,2.62
-74,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
-75,gabybaldeon,gabybaldeon/taxi_v3_v1,4.8999999999999995,7.52,2.62
-76,foye501,foye501/q-Taxi-v3,4.8999999999999995,7.52,2.62
-77,elkcloner,elkcloner/taxi-v1,4.8999999999999995,7.52,2.62
-78,ckmfong,ckmfong/Taxi-v3,4.8999999999999995,7.52,2.62
-79,anders0204,anders0204/taximan,4.8999999999999995,7.52,2.62
-80,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
-81,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
-82,LostPersona,LostPersona/CrazyTaxi,4.8999999999999995,7.52,2.62
-83,Klookick,Klookick/Taxi,4.8999999999999995,7.52,2.62
-84,KingLLM,KingLLM/Taxi-v3,4.8999999999999995,7.52,2.62
-85,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
-86,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62
-87,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
-88,FadySamy,FadySamy/Taxi-v3,4.8999999999999995,7.52,2.62
-89,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
-90,taehoon1lee,taehoon1lee/Taxi-v3,4.890000000000001,7.5,2.61
-91,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
-92,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
-93,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
-94,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
-95,candrews1971,candrews1971/q-taxi-v3,4.890000000000001,7.5,2.61
-96,PierreCounathe,PierreCounathe/q-Taxi-v1,4.890000000000001,7.5,2.61
-97,xKizzi,xKizzi/taxirepo,4.88,7.34,2.46
-98,tiggerhelloworld,tiggerhelloworld/q-Taxi-v3,4.870000000000001,7.48,2.61
-99,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61
-100,vicha-w,vicha-w/q-Taxi-v3-testing,4.87,7.5,2.63
-101,sosuneko,sosuneko/q-Taxi-v3,4.87,7.5,2.63
-102,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
-103,sheldonzhu,sheldonzhu/q-Taxi-v1,4.87,7.5,2.63
-104,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
-105,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
-106,mrvincenzo,mrvincenzo/q-Taxi-v3,4.87,7.5,2.63
-107,mort1k,mort1k/q-learning-taxi,4.87,7.5,2.63
-108,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
-109,mesa44,mesa44/q-Taxi-v3,4.87,7.5,2.63
-110,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
-111,coon-hound,coon-hound/cab-driving,4.87,7.5,2.63
-112,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
-113,Swadine,Swadine/taxi_v3_Q_learning,4.87,7.5,2.63
-114,SuperDan,SuperDan/Taxi-v3,4.87,7.5,2.63
-115,MattStammers,MattStammers/ppo-Taxi-v3-take2,4.87,7.58,2.71
-116,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
-117,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
-118,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
-119,Frankhuhu,Frankhuhu/Taxi-V3,4.87,7.5,2.63
-120,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
-121,zen-E,zen-E/q-Taxi-v3-v1,4.859999999999999,7.5,2.64
-122,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72
-123,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
-124,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
-125,AbdelKarim95,AbdelKarim95/Taxi-v3-bis,4.859999999999999,7.54,2.68
-126,arhamh,arhamh/Taxi-v3,4.853267652685252,7.56,2.706732347314747
-127,Yelinz,Yelinz/q-Taxi-v3-v1,4.853267652685252,7.56,2.706732347314747
-128,zaidazhari,zaidazhari/Taxi-V3,4.8500000000000005,7.48,2.63
-129,xnscdev,xnscdev/taxi-v3,4.8500000000000005,7.48,2.63
-130,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63
-131,lordsauron,lordsauron/Taxi-v3,4.8500000000000005,7.48,2.63
-132,imerino,imerino/Taxi-v3,4.8500000000000005,7.44,2.59
-133,bbnpp,bbnpp/unit2,4.8500000000000005,7.48,2.63
-134,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63
-135,adyprat,adyprat/drlc_taxi,4.8500000000000005,7.48,2.63
-136,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63
-137,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63
-138,zyoscovits,zyoscovits/q-Taxi-v3,4.85,7.56,2.71
-139,zwtharry,zwtharry/Taxiv3,4.85,7.56,2.71
-140,zwtharry,zwtharry/Taxiiv3,4.85,7.56,2.71
-141,zwangab91,zwangab91/Taxi-v3,4.85,7.56,2.71
-142,ztchir,ztchir/q-Taxi-v3,4.85,7.56,2.71
-143,zorgluf,zorgluf/taxiv3,4.85,7.56,2.71
-144,zoltantensorfow,zoltantensorfow/q-Taxi-v3,4.85,7.56,2.71
-145,zlicastro,zlicastro/q-Taxi-v3b,4.85,7.56,2.71
-146,zlicastro,zlicastro/q-Taxi-v3,4.85,7.56,2.71
-147,zjoe,zjoe/RLCourseCh2-Taxiv3,4.85,7.56,2.71
-148,zineddine,zineddine/taxi-v3,4.85,7.56,2.71
-149,ziemke,ziemke/q-Taxi-v3,4.85,7.56,2.71
-150,zhuqi,zhuqi/q-Taxi-v3,4.85,7.56,2.71
-151,zhuohao,zhuohao/Taxi-v3,4.85,7.56,2.71
-152,zhila,zhila/q-Taxi-v3,4.85,7.56,2.71
-153,zhijian12345,zhijian12345/q-Taxi-v3,4.85,7.56,2.71
-154,zhav1k,zhav1k/q-Taxi-v3,4.85,7.54,2.69
-155,zhanjun520,zhanjun520/Taxi-v3,4.85,7.56,2.71
-156,zhangjian94cn,zhangjian94cn/Taxi-v3,4.85,7.56,2.71
-157,zeyefkey,zeyefkey/q-Taxi-v3.2,4.85,7.56,2.71
-158,zeyefkey,zeyefkey/q-Taxi-v3.1,4.85,7.56,2.71
-159,zermelozf,zermelozf/Taxi-v3-q-learning,4.85,7.56,2.71
-160,zein-barhoum,zein-barhoum/Taxi-v3,4.85,7.56,2.71
-161,zeeshan-sardar,zeeshan-sardar/Taxi-v3,4.85,7.54,2.69
-162,zee0110,zee0110/Taxi-v3,4.85,7.56,2.71
-163,zdmcode,zdmcode/q-Taxi-v3,4.85,7.56,2.71
-164,zbenmo,zbenmo/QLearning-Taxi-v3,4.85,7.56,2.71
-165,zbaorgbui,zbaorgbui/Taxi-v3,4.85,7.54,2.69
-166,zarifikram,zarifikram/taxi-v3QLearning,4.85,7.56,2.71
-167,zaow,zaow/q-Taxi-v3-actionmask,4.85,7.56,2.71
-168,zachli,zachli/taxi,4.85,7.56,2.71
-169,zacdennis,zacdennis/taxi-v3,4.85,7.56,2.71
-170,z4x,z4x/Q-Taxi-v3,4.85,7.56,2.71
-171,yzzhong,yzzhong/RL_q_tax_v3,4.85,7.56,2.71
-172,yzzhong,yzzhong/RL_q_tax_v2,4.85,7.56,2.71
-173,yyq90,yyq90/Q_Taxi_test,4.85,7.56,2.71
-174,ywang760,ywang760/q-learning-Taxi-v3,4.85,7.56,2.71
-175,yuvidhepe,yuvidhepe/q-Taxi-V1,4.85,7.56,2.71
-176,yuval6967,yuval6967/Taxi-v3,4.85,7.56,2.71
-177,yunkimmy,yunkimmy/taxi,4.85,7.56,2.71
-178,yumingyi,yumingyi/q-taxi-v3,4.85,7.56,2.71
-179,yugotothebar,yugotothebar/Taxi-v3,4.85,7.56,2.71
-180,yuanzi1983918,yuanzi1983918/q-Taxi-v3,4.85,7.54,2.69
-181,youdar,youdar/Taxi-v3,4.85,7.56,2.71
-182,yotoshihiro,yotoshihiro/taxi-v3,4.85,7.56,2.71
-183,yoiimya,yoiimya/q-Taxi-v3,4.85,7.56,2.71
-184,ykirpichev,ykirpichev/q-Taxi-v3,4.85,7.56,2.71
-185,ying-zh,ying-zh/q-Taxi-v3,4.85,7.56,2.71
-186,yhna,yhna/q-learning-taxi-v3,4.85,7.56,2.71
-187,ygaci,ygaci/Taxi-v3,4.85,7.56,2.71
-188,ybutsik,ybutsik/Taxi-v3-test01,4.85,7.56,2.71
-189,yashworkdevorg,yashworkdevorg/q-Taxi-v3,4.85,7.56,2.71
-190,yashgharat,yashgharat/HFTaxi-v3,4.85,7.56,2.71
-191,yaronedri01,yaronedri01/q-Taxi-v3,4.85,7.56,2.71
-192,yann-j,yann-j/q-Taxi-v3,4.85,7.56,2.71
-193,yanick,yanick/q-Taxi-v3,4.85,7.56,2.71
-194,xyz2zyx,xyz2zyx/little-model-car,4.85,7.56,2.71
-195,xszhou,xszhou/Taxi-v3,4.85,7.56,2.71
-196,xnpeng,xnpeng/q-Taxi-v3,4.85,7.56,2.71
-197,xinli95,xinli95/q-Taxi-v3,4.85,7.56,2.71
-198,xiawei910,xiawei910/Taxi-v3,4.85,7.52,2.67
-199,xianbin,xianbin/q-Taxi-v3,4.85,7.56,2.71
-200,xh3b4sd,xh3b4sd/q-Taxi-v3,4.85,7.56,2.71
-201,xavisgg,xavisgg/Taxi-v3,4.85,7.56,2.71
-202,xavidejuan,xavidejuan/Taxiv3-Qvalue,4.85,7.54,2.69
-203,xandox,xandox/q-Taxi-v3,4.85,7.56,2.71
-204,wzhao82,wzhao82/q-Taxi-v3,4.85,7.56,2.71
-205,wywang,wywang/q-Taxi-v3-episode-1e6,4.85,7.56,2.71
-206,ws11yrin,ws11yrin/q-Taxi-v3,4.85,7.56,2.71
-207,wr0124,wr0124/taxi-v3,4.85,7.56,2.71
-208,wptmdoorn,wptmdoorn/Taxi-v3,4.85,7.56,2.71
-209,wpolatkan,wpolatkan/q-Taxi-v3,4.85,7.54,2.69
-210,wpbsball12,wpbsball12/q-taxi-v3-testing,4.85,7.56,2.71
-211,worsty,worsty/Taxi-v3,4.85,7.56,2.71
-212,wooii,wooii/Taxi-v3,4.85,7.56,2.71
-213,wooihen,wooihen/q-Taxi-v3-TEST,4.85,7.56,2.71
-214,willnguyen,willnguyen/q-Taxi-v3,4.85,7.56,2.71
-215,williamking1221,williamking1221/q-Taxi-v3,4.85,7.56,2.71
-216,wikle,wikle/taxi_v3,4.85,7.56,2.71
-217,whywynn,whywynn/q-Taxi-v3,4.85,7.56,2.71
-218,whyguu,whyguu/q-Taxi-v3,4.85,7.56,2.71
-219,wei23,wei23/taxi_try_1,4.85,7.56,2.71
-220,wasimar,wasimar/Q-Taxi,4.85,7.56,2.71
-221,wangffeing,wangffeing/q-Taxi-v3-rgb_array,4.85,7.56,2.71
-222,wahaha1987,wahaha1987/q-Taxi-v3,4.85,7.56,2.71
-223,w0475858,w0475858/Taxi-v3,4.85,7.56,2.71
-224,vumichien,vumichien/q-Taxi-v3,4.85,7.56,2.71
-225,vrajur,vrajur/taxi-v3,4.85,7.56,2.71
-226,voxxer,voxxer/q-Taxi-v3,4.85,7.56,2.71
-227,vovikdrg,vovikdrg/taxi-rl,4.85,7.56,2.71
-228,voleg44,voleg44/q-Taxi-v3,4.85,7.56,2.71
-229,vnykr,vnykr/q-Taxi-v3,4.85,7.56,2.71
-230,vldnechai,vldnechai/q-taxi-v3,4.85,7.56,2.71
-231,vkamenski,vkamenski/Taxi-v3,4.85,7.56,2.71
-232,vk21,vk21/Taxi-v3-v1,4.85,7.56,2.71
-233,vitorhgomes,vitorhgomes/q-Taxi-v3-2,4.85,7.56,2.71
-234,vishnuhaasan,vishnuhaasan/q-learning-taxi-v3,4.85,7.56,2.71
-235,virtualdann,virtualdann/Taxi-v3-QLearnTutorial,4.85,7.56,2.71
-236,violetapascual,violetapascual/q-Taxi-v3,4.85,7.56,2.71
-237,vinisvictorelli,vinisvictorelli/Taxi-v3,4.85,7.56,2.71
-238,vineetsharma,vineetsharma/q-Taxi-v3_million_steps,4.85,7.56,2.71
-239,vineetsharma,vineetsharma/q-Taxi-v3,4.85,7.56,2.71
-240,vinben007,vinben007/Taxi-v3,4.85,7.54,2.69
-241,vieveks,vieveks/taki-v3-500000,4.85,7.56,2.71
-242,vieveks,vieveks/taki-v3-50000,4.85,7.56,2.71
-243,vierlinglukas,vierlinglukas/qlearning_taxi-v3,4.85,7.52,2.67
-244,victorjmarin,victorjmarin/q-Taxi-v3,4.85,7.56,2.71
-245,victor79,victor79/taxi_v3,4.85,7.56,2.71
-246,vicfeuga,vicfeuga/taxi-v3,4.85,7.56,2.71
-247,vharish056,vharish056/q-Taxi-v3,4.85,7.5,2.65
-248,verderis,verderis/ToxiTaxi,4.85,7.56,2.71
-249,veluchs,veluchs/q-Taxi-v3,4.85,7.56,2.71
-250,vebie91,vebie91/q-Taxi-v3,4.85,7.56,2.71
-251,vcncolin,vcncolin/joeletaxi_02,4.85,7.56,2.71
-252,varunsappa,varunsappa/Taxi-v3,4.85,7.56,2.71
-253,varunnayak3101,varunnayak3101/Taxi-v3,4.85,7.56,2.71
-254,varevshatyan,varevshatyan/q-taxi-v3,4.85,7.56,2.71
-255,vaibhash,vaibhash/Taxi-v3,4.85,7.56,2.71
-256,vahee,vahee/HFRL-Taxi-v3,4.85,7.56,2.71
-257,vadhri,vadhri/Taxi-v3-1000000-lr04,4.85,7.56,2.71
-258,usix79,usix79/Taxi-v3-ext,4.85,7.56,2.71
-259,usix79,usix79/Taxi-v3,4.85,7.56,2.71
-260,user87441257,user87441257/q-Taxi-v3,4.85,7.56,2.71
-261,urechandro,urechandro/q-Taxi-v3,4.85,7.56,2.71
-262,unit0113,unit0113/Taxi-v3,4.85,7.56,2.71
-263,uni-zhuan,uni-zhuan/Taxi-v3,4.85,7.56,2.71
-264,ungheele,ungheele/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71
-265,ungheele,ungheele/Taxi-v3,4.85,7.56,2.71
-266,undrwolf,undrwolf/taxi-RL-agent,4.85,7.56,2.71
-267,ullrichx,ullrichx/q-Taxi-v3-5x5,4.85,7.56,2.71
-268,ulichovick,ulichovick/q-learning-Taxi-v3,4.85,7.56,2.71
-269,ulasfiliz954,ulasfiliz954/Taxi-v3,4.85,7.56,2.71
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