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,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0 -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,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,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 @@ -11,8 +11,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 10,comodoro,comodoro/q-Taxi-v3,7.38,9.59,2.21 11,DBusAI,DBusAI/q-Taxi-v3-v2,6.229999999999999,9.12,2.89 12,Karmvir-Phogat,Karmvir-Phogat/q-Taxi-v3,6.01,8.33,2.32 -13,ntinosmg,ntinosmg/q-Taxi-v3,6.0,6.0,0.0 -14,shreyansjain,shreyansjain/q-Taxi-v3-Qtable,6.0,6.0,0.0 +13,shreyansjain,shreyansjain/q-Taxi-v3-Qtable,6.0,6.0,0.0 +14,ntinosmg,ntinosmg/q-Taxi-v3,6.0,6.0,0.0 15,peteozegov,peteozegov/q-Taxi-v3,5.86,8.4,2.54 16,vodanh4299,vodanh4299/q-FrozenLake-v1-4x4-noSlippery,5.550000000000001,8.21,2.66 17,Shilash,Shilash/q-learning-taxi-v3,5.529999999999999,8.01,2.48 @@ -23,2295 +23,2296 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 22,sayby,sayby/q-Taxi-v3,5.11,7.66,2.55 23,DBusAI,DBusAI/q-Taxi-v3-v1,4.98,7.8,2.82 24,rodrigoclira,rodrigoclira/q-Taxi-v3,4.93,7.38,2.45 -25,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 -26,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62 +25,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62 +26,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 27,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 -28,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62 -29,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 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56,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72 57,Yelinz,Yelinz/q-Taxi-v3-v1,4.853267652685252,7.56,2.706732347314747 -58,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63 +58,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63 59,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63 -60,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63 +60,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63 61,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63 -62,Libra2023,Libra2023/q-Taxi-v3,4.85,7.56,2.71 -63,AzzamRadman,AzzamRadman/taxi-v3,4.85,7.56,2.71 -64,ying-zh,ying-zh/q-Taxi-v3,4.85,7.56,2.71 -65,zeeshan-sardar,zeeshan-sardar/Taxi-v3,4.85,7.54,2.69 -66,joelewis2000,joelewis2000/Taxi-QLearning,4.85,7.56,2.71 -67,kenlui,kenlui/Taxi-v3,4.85,7.56,2.71 -68,elshehawy,elshehawy/q-Taxi-v3,4.85,7.52,2.67 -69,harsh0000,harsh0000/q-Taxi-v3,4.85,7.56,2.71 -70,Xoyo,Xoyo/q-taxi,4.85,7.56,2.71 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-1166,keshan,keshan/qlearning-taxiv3,4.85,7.56,2.71 -1167,markafitzgerald1,markafitzgerald1/q-Taxi-v3-1e5-trainingEpisodes,4.85,7.56,2.71 -1168,HamzaFarhan,HamzaFarhan/QTaxi,4.85,7.56,2.71 -1169,glitchyordis,glitchyordis/q-Taxi-v3,4.85,7.56,2.71 -1170,hayle,hayle/q-taxi-v3,4.85,7.56,2.71 -1171,armargolis,armargolis/taxi_v3,4.85,7.56,2.71 -1172,omarcevi,omarcevi/q-Taxi-V3,4.85,7.56,2.71 -1173,nqd132,nqd132/taxi-v3,4.85,7.52,2.67 -1174,kreepy,kreepy/q-taxi-v3,4.85,7.56,2.71 -1175,NickThe1,NickThe1/Taxi-v3,4.85,7.56,2.71 -1176,wpbsball12,wpbsball12/q-taxi-v3-testing,4.85,7.56,2.71 -1177,Glen,Glen/taxi_v3_1,4.85,7.56,2.71 -1178,gmojko,gmojko/Taxi-v3-v2,4.85,7.56,2.71 -1179,adam1brownell,adam1brownell/u2_taxi,4.85,7.52,2.67 -1180,Maxiew,Maxiew/q-Taxi-v3,4.85,7.56,2.71 -1181,jnacey2,jnacey2/rl_taxi,4.85,7.56,2.71 -1182,delizious,delizious/q-Taxi-v3-first-try,4.85,7.56,2.71 -1183,Pablinsv,Pablinsv/q-Taxi-v3-v2,4.85,7.56,2.71 -1184,Pablinsv,Pablinsv/q-Taxi-v3,4.85,7.56,2.71 -1185,FlavienDeseure,FlavienDeseure/Taxi-v3-v1,4.85,7.56,2.71 -1186,birajsth,birajsth/q-Taxi-v3,4.85,7.56,2.71 -1187,ybutsik,ybutsik/Taxi-v3-test01,4.85,7.56,2.71 -1188,julien-rsbrg,julien-rsbrg/q-Taxi-v3,4.85,7.52,2.67 -1189,dficenec,dficenec/q-Taxi-v3,4.85,7.56,2.71 -1190,Scrwed,Scrwed/Taxi-v3,4.85,7.56,2.71 -1191,claterza,claterza/q-Taxi-v3,4.85,7.56,2.71 -1192,mpheng,mpheng/q-Taxi-v3,4.85,7.56,2.71 -1193,FBM,FBM/Taxi-v3,4.85,7.56,2.71 -1194,LukeSajkowski,LukeSajkowski/q-Taxi-v3,4.85,7.56,2.71 -1195,iblub,iblub/crazytaxi,4.85,7.56,2.71 -1196,NielsV,NielsV/Q-learning-taxi-v4,4.85,7.56,2.71 -1197,CreativeEvolution,CreativeEvolution/q-Taxi-v3,4.85,7.56,2.71 -1198,hendoo,hendoo/q-Taxi-v3,4.85,7.56,2.71 -1199,klashenrik,klashenrik/q-learning-taxi-v3,4.85,7.56,2.71 -1200,bguisard,bguisard/q-Taxi-v3,4.85,7.56,2.71 -1201,numan966,numan966/q-taxi-v3,4.85,7.56,2.71 -1202,LucianoDeben,LucianoDeben/TaxiDriver,4.85,7.56,2.71 -1203,JabrilJacobs,JabrilJacobs/q-Taxi-v3,4.85,7.56,2.71 -1204,duongkstn,duongkstn/q-Taxi-v3-lr-08,4.85,7.56,2.71 -1205,duongkstn,duongkstn/q-Taxi-v3,4.85,7.56,2.71 -1206,Nnarruqt,Nnarruqt/q-Taxi-F,4.85,7.56,2.71 -1207,zlicastro,zlicastro/q-Taxi-v3,4.85,7.56,2.71 -1208,RajMoodley,RajMoodley/q-Taxi-v3,4.85,7.56,2.71 -1209,glenn2,glenn2/taxicab,4.85,7.56,2.71 -1210,kfahn,kfahn/Taxi-v3,4.85,7.56,2.71 -1211,chavicoski,chavicoski/QLearning-Taxi-v3,4.85,7.56,2.71 -1212,Unterwexi,Unterwexi/TaxiV2,4.85,7.56,2.71 -1213,RedPandaAINLP,RedPandaAINLP/Taxi-v3-lr05-ms199,4.85,7.56,2.71 -1214,alexliap,alexliap/Tavi-V3-v3,4.85,7.56,2.71 -1215,ruzarx,ruzarx/Taxi,4.85,7.56,2.71 -1216,Roberto,Roberto/Taxi-v3,4.85,7.56,2.71 -1217,jxiao,jxiao/q-taxv3-v1,4.85,7.56,2.71 -1218,SamoaJon,SamoaJon/q-Taxi-v3,4.85,7.56,2.71 -1219,SamoaJon,SamoaJon/Taxi-v3,4.85,7.56,2.71 -1220,matthh,matthh/Taxi-v3,4.85,7.56,2.71 -1221,jackson-lucas,jackson-lucas/q-Taxi-v3,4.85,7.56,2.71 -1222,odedmou,odedmou/q-Taxi-v3,4.85,7.56,2.71 -1223,AgentXXX,AgentXXX/Taxi-v3,4.85,7.56,2.71 -1224,rama100,rama100/q-Taxi-v,4.85,7.56,2.71 -1225,NeelK94,NeelK94/Taxi-v3,4.85,7.56,2.71 -1226,mustfkeskin,mustfkeskin/Taxi-v3,4.85,7.56,2.71 -1227,IngoTB303,IngoTB303/q-Taxi-v3,4.85,7.56,2.71 -1228,plegg,plegg/q-Taxi-v3-train2000000,4.85,7.56,2.71 -1229,plegg,plegg/q-Taxi-v3,4.85,7.56,2.71 -1230,myklicious,myklicious/q-Taxi-v3,4.85,7.56,2.71 -1231,kinkpunk,kinkpunk/q-Taxi-v3-delivery,4.85,7.56,2.71 -1232,sgoodfriend,sgoodfriend/q-Taxi-v3,4.85,7.56,2.71 -1233,SergejSchweizer,SergejSchweizer/Taxi-v3,4.85,7.56,2.71 -1234,aabayomi,aabayomi/Taxi-v3,4.85,7.56,2.71 -1235,bakisanlan,bakisanlan/q-Taxi-v3,4.85,7.56,2.71 -1236,bonadio,bonadio/q-Taxi-v3,4.85,7.56,2.71 -1237,ScrappyCoco666,ScrappyCoco666/q-Taxi-v3,4.85,7.56,2.71 -1238,mktz,mktz/Taxi-v3-v2,4.85,7.56,2.71 -1239,nidek,nidek/q-Taxi-v3,4.85,7.56,2.71 -1240,SatCat,SatCat/q-Taxi-v3,4.85,7.56,2.71 -1241,letfd,letfd/taxi-v3-default-solution,4.85,7.56,2.71 -1242,zyoscovits,zyoscovits/q-Taxi-v3,4.85,7.56,2.71 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-1261,Cesar514,Cesar514/Taxi-v3,4.85,7.56,2.71 -1262,msgerasyov,msgerasyov/q-Taxi-v3,4.85,7.56,2.71 -1263,ziemke,ziemke/q-Taxi-v3,4.85,7.56,2.71 -1264,dbaibak,dbaibak/Taxi-V3,4.85,7.56,2.71 -1265,odahl,odahl/qtable_taxi,4.85,7.56,2.71 -1266,MarcusAGray,MarcusAGray/q-Taxi-v3,4.85,7.56,2.71 -1267,robotman0,robotman0/Taxi-v3,4.85,7.56,2.71 -1268,dmarcos,dmarcos/taxi-v3-qlearning_500000,4.85,7.56,2.71 -1269,chist,chist/q-Taxi-v3,4.85,7.56,2.71 -1270,andrei-saceleanu,andrei-saceleanu/q-Taxi-v3,4.85,7.56,2.71 -1271,akgeni,akgeni/taxiv3_Qlearning,4.85,7.56,2.71 -1272,mo-shadfar,mo-shadfar/q-Taxi-v3-v1,4.85,7.56,2.71 -1273,jayshim,jayshim/Taxi-v3-v2,4.85,7.56,2.71 -1274,jayshim,jayshim/Taxi-v3-test,4.85,7.56,2.71 -1275,glfm,glfm/Taxi-v3,4.85,7.56,2.71 -1276,geoffm,geoffm/taxi,4.85,7.56,2.71 -1277,Ditrip,Ditrip/q-Taxi-v3,4.85,7.56,2.71 -1278,dyedream,dyedream/Taxi-v3,4.85,7.56,2.71 -1279,zlicastro,zlicastro/q-Taxi-v3b,4.85,7.56,2.71 -1280,daripaez,daripaez/q-Taxi-v3,4.85,7.56,2.71 -1281,kzipa,kzipa/taxi,4.85,7.56,2.71 -1282,spadaal,spadaal/q-Taxi-v3,4.85,7.56,2.71 -1283,Bonosa2,Bonosa2/taxi,4.85,7.56,2.71 -1284,Aman777,Aman777/Taxi,4.85,7.56,2.71 -1285,KristianS7,KristianS7/Taxi-v3,4.85,7.56,2.71 -1286,Neerajvibez,Neerajvibez/q-Taxi-v3,4.85,7.56,2.71 -1287,giovannidispoto,giovannidispoto/q-Taxi-v3,4.85,7.5,2.65 -1288,ben-yu,ben-yu/taxi-v3-1,4.85,7.56,2.71 -1289,kurohige,kurohige/q-Taxi-v3,4.85,7.56,2.71 -1290,kRo0T,kRo0T/q-Taxi-v3,4.85,7.56,2.71 -1291,threite,threite/Taxi-v3,4.85,7.56,2.71 -1292,George117,George117/q-Taxi-v3,4.85,7.56,2.71 -1293,Musha-the-Yusha,Musha-the-Yusha/Taxi-v3,4.85,7.56,2.71 -1294,Convolution,Convolution/q-Taxi-v3,4.85,7.56,2.71 -1295,sayby,sayby/q-table-taxi,4.85,7.56,2.71 -1296,Kornel,Kornel/Taxi-v3,4.85,7.56,2.71 -1297,huggingspace,huggingspace/taxi-v3,4.85,7.56,2.71 -1298,Seif,Seif/q-Taxi-v3,4.85,7.52,2.67 -1299,ankandrew,ankandrew/Q-Taxi-v3,4.85,7.56,2.71 -1300,yanick,yanick/q-Taxi-v3,4.85,7.56,2.71 -1301,PabloTa,PabloTa/q-Taxi-v3,4.85,7.56,2.71 -1302,dfm794,dfm794/q-Taxi-v3-trial-1,4.85,7.52,2.67 -1303,dirkvg,dirkvg/taxi_v3,4.85,7.56,2.71 -1304,akgeni,akgeni/taxiv3_Qlearning_v2,4.85,7.56,2.71 -1305,sartajbhuvaji,sartajbhuvaji/Qtable_taxi,4.85,7.56,2.71 -1306,dracero,dracero/taxiRL,4.85,7.56,2.71 -1307,tayfen,tayfen/rl_course_2_taxi_v3,4.85,7.56,2.71 -1308,NorbertRop,NorbertRop/q-Taxi-v3,4.85,7.56,2.71 -1309,anuoluwa,anuoluwa/q-Taxi-v3,4.85,7.56,2.71 -1310,Seif,Seif/Taxi-v3,4.85,7.52,2.67 -1311,alapin,alapin/q-Taxi-v3,4.85,7.56,2.71 -1312,ChemaVega,ChemaVega/1-Taxi-v3,4.85,7.56,2.71 -1313,jfernsler,jfernsler/q-taxi-v1,4.85,7.56,2.71 -1314,mun33b,mun33b/Q-Taxi-v3,4.85,7.56,2.71 -1315,sunflowermarshmallows,sunflowermarshmallows/Taxi-v3,4.85,7.56,2.71 -1316,sunil18p31a0101,sunil18p31a0101/Taxi-v3,4.85,7.56,2.71 -1317,mnavas,mnavas/tacsi,4.85,7.56,2.71 -1318,jesusfbes,jesusfbes/Taxi-v3,4.85,7.56,2.71 -1319,NathanaelM,NathanaelM/q-Taxi-v3,4.85,7.56,2.71 -1320,gsn-codes,gsn-codes/q-Taxi-v3,4.85,7.56,2.71 -1321,kenzo4433,kenzo4433/Taxi-v3,4.85,7.5,2.65 -1322,HeineKayn,HeineKayn/TaxiV3,4.85,7.56,2.71 -1323,felixdae,felixdae/q-Taxi-v3,4.85,7.56,2.71 -1324,PhysHunter,PhysHunter/q-Taxi-v3,4.85,7.56,2.71 -1325,MrDivakaruni,MrDivakaruni/Taxi-v3,4.85,7.56,2.71 -1326,coyotespike,coyotespike/q-Taxi,4.85,7.56,2.71 -1327,kurohige,kurohige/q-Taxi-v3.2,4.85,7.56,2.71 -1328,Boiler,Boiler/Taxi-v3,4.85,7.56,2.71 -1329,toinsson,toinsson/q-Taxi-v3,4.85,7.56,2.71 -1330,KMW,KMW/Taxi-v3,4.85,7.56,2.71 -1331,arrandi,arrandi/q-Taxi-v3,4.85,7.56,2.71 -1332,Uxinnn,Uxinnn/q-Taxi-v3,4.85,7.56,2.71 -1333,gerikzatorski,gerikzatorski/q-Taxi-v3,4.85,7.56,2.71 -1334,Manaro,Manaro/Q-Taxi-v3,4.85,7.56,2.71 -1335,tmpusr,tmpusr/Taxi-v3,4.85,7.56,2.71 -1336,Tseaver,Tseaver/q-Taxi-v3,4.85,7.56,2.71 -1337,MikkelGodsk,MikkelGodsk/q-Taxi-v3,4.85,7.56,2.71 -1338,jairNeto,jairNeto/taxiDoJairV0,4.85,7.56,2.71 -1339,PowerLine49,PowerLine49/Taxi-v3,4.85,7.56,2.71 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+1905,dn-gh,dn-gh/Q-Taxi-v3-1,4.77,7.5,2.73 +1906,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75 +1907,cha00,cha00/taxi,4.77,7.52,2.75 +1908,liweiliu,liweiliu/Taxi-v3,4.77,7.5,2.73 +1909,angelinux,angelinux/q-Taxi-v3,4.77,7.5,2.73 +1910,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75 +1911,MetaAnomie,MetaAnomie/q-Taxi-v3,4.77,7.5,2.73 +1912,cetusian,cetusian/Autonomous-Taxi,4.77,7.5,2.73 +1913,magooie,magooie/q-taxi-v1,4.77,7.52,2.75 1914,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75 -1915,zzmez,zzmez/taxi-v3,4.77,7.52,2.75 -1916,CyantifiCQ,CyantifiCQ/Taxi-v3_0,4.77,7.5,2.73 -1917,Sirianth,Sirianth/taxi_rl,4.77,7.52,2.75 -1918,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75 -1919,beebeckzzz,beebeckzzz/q-Taxi-v3,4.77,7.5,2.73 -1920,fx1H,fx1H/q-Taxi-v3,4.77,7.5,2.73 -1921,MetaAnomie,MetaAnomie/q-Taxi-v3,4.77,7.5,2.73 -1922,camartinezbu,camartinezbu/q-Taxi-v3,4.77,7.5,2.73 -1923,timjwhite,timjwhite/tim-Taxiv3,4.77,7.5,2.73 -1924,robkayinto,robkayinto/ThursdayFebruary_2_2023,4.77,7.5,2.73 -1925,7mosany,7mosany/TaxiDriver1,4.77,7.5,2.73 -1926,7mosany,7mosany/TaxiDriver2,4.77,7.5,2.73 -1927,aidiary,aidiary/q-Taxi-v3,4.77,7.5,2.73 -1928,franfram,franfram/q-Taxi-v3,4.77,7.52,2.75 -1929,D0k-tor,D0k-tor/Taxi-v3-dani,4.77,7.5,2.73 -1930,BekirTaha,BekirTaha/q-Taxi-v3,4.77,7.5,2.73 -1931,AymenKallala,AymenKallala/AutonomousTaxi,4.77,7.5,2.73 -1932,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75 -1933,zhanghwei,zhanghwei/Taxi-v3,4.77,7.5,2.73 -1934,victormmp1,victormmp1/Taxi-v3-q-learning,4.77,7.5,2.73 -1935,Guoping,Guoping/Taxi-v3-lr0.7-e25k,4.77,7.5,2.73 -1936,dn-gh,dn-gh/Q-Taxi-v3-1,4.77,7.5,2.73 -1937,aristeia,aristeia/my_awesome_taxi_agent,4.77,7.5,2.73 -1938,liweiliu,liweiliu/Taxi-v3,4.77,7.5,2.73 -1939,Lakoc,Lakoc/q-Taxi-v3,4.77,7.5,2.73 -1940,hectorjelly,hectorjelly/taxiv1a,4.77,7.52,2.75 -1941,kasunw,kasunw/q-Taxi-v3,4.77,7.52,2.75 -1942,noodlynoodle,noodlynoodle/q-Taxi-v3,4.77,7.52,2.75 -1943,milad-kazemi,milad-kazemi/Taxi-v3,4.77,7.52,2.75 -1944,97jmlr,97jmlr/Unit2-Taxi,4.77,7.5,2.73 -1945,magooie,magooie/q-taxi-v1,4.77,7.52,2.75 -1946,angelinux,angelinux/q-Taxi-v3,4.77,7.5,2.73 -1947,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73 -1948,amoselberg,amoselberg/qlearning_taxi,4.77,7.52,2.75 -1949,BlackNoodle,BlackNoodle/q-Taxi-v3,4.77,7.5,2.73 -1950,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74 -1951,ReadyP1,ReadyP1/Taxi-v3,4.76,7.52,2.76 -1952,dominiks,dominiks/q-Taxi-v3,4.76,7.52,2.76 -1953,ndhieunguyen,ndhieunguyen/Taxi-v3,4.76,7.52,2.76 -1954,pinaggle,pinaggle/Taxi-v3,4.76,7.5,2.74 -1955,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76 -1956,emmade-1999,emmade-1999/Taxi-v3,4.76,7.52,2.76 -1957,itsmohit,itsmohit/taxi_driver,4.76,7.52,2.76 -1958,MichalJ,MichalJ/q-Taxi-v3,4.76,7.52,2.76 -1959,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76 -1960,ZyXin,ZyXin/q-Taxi-v3,4.76,7.52,2.76 -1961,jasheershihab,jasheershihab/q-Taxi-v3,4.76,7.48,2.72 -1962,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74 -1963,butchland,butchland/q-Taxi-v3,4.76,7.44,2.68 -1964,Galeros,Galeros/q-Taxi-v3,4.76,7.52,2.76 -1965,chans,chans/taxi-v3,4.76,7.52,2.76 -1966,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76 -1967,cverluise,cverluise/q-taxi-v3,4.76,7.52,2.76 -1968,MasKong,MasKong/deeprl_course_Taxi-v3,4.76,7.52,2.76 -1969,fernandoj92,fernandoj92/Taxi-v3,4.76,7.48,2.72 -1970,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68 -1971,jenya-g,jenya-g/q-Taxi-v3,4.76,7.52,2.76 -1972,fjaragones,fjaragones/Taxi-v3,4.76,7.52,2.76 -1973,jayshim,jayshim/Taxi-v3,4.76,7.52,2.76 -1974,iagrawal,iagrawal/q-Taxi-v3,4.76,7.52,2.76 -1975,quilaquedi,quilaquedi/Taxi-v3,4.76,7.5,2.74 -1976,JvThunder,JvThunder/Taxi-v3,4.76,7.48,2.72 -1977,jcmc,jcmc/q-Taxi-v3,4.76,7.46,2.7 -1978,jwright94,jwright94/q-Taxi-v3,4.76,7.52,2.76 -1979,pachicartelle,pachicartelle/q-table-Taxi-v3,4.76,7.52,2.76 -1980,JacksonBurton,JacksonBurton/q-Taxi-v3,4.76,7.52,2.76 -1981,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77 -1982,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77 -1983,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73 -1984,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75 -1985,Todmy,Todmy/Taxi_q_learning,4.75,7.52,2.77 -1986,OlgaVityuk,OlgaVityuk/taxi_v3,4.75,7.52,2.77 -1987,Ryosei0304,Ryosei0304/Taxi-v3,4.75,7.52,2.77 -1988,unagui,unagui/taxiv0,4.75,7.5,2.75 -1989,Jclementg,Jclementg/Taxi-v3,4.75,7.52,2.77 -1990,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73 -1991,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75 -1992,irgallard,irgallard/taxi-v3,4.75,7.5,2.75 -1993,msp3887,msp3887/q-Taxi-v3,4.75,7.52,2.77 -1994,ZhihongDeng,ZhihongDeng/q-Taxi-v3,4.75,7.52,2.77 -1995,shahafw,shahafw/Taxi-v3,4.75,7.46,2.71 -1996,Laide,Laide/Taxi-v3,4.75,7.5,2.75 -1997,kaliputra,kaliputra/q-Taxi-v3-v1,4.75,7.48,2.73 -1998,c-q,c-q/Taxi-v3,4.75,7.5,2.75 -1999,iubeda,iubeda/q-Taxi-v3,4.75,7.5,2.75 -2000,Fillemon,Fillemon/q-Taxi-v3,4.75,7.52,2.77 -2001,kuan2,kuan2/taxi,4.75,7.52,2.77 -2002,joelkoch,joelkoch/q-Taxi-v3,4.75,7.52,2.77 -2003,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75 -2004,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77 -2005,danieliser,danieliser/q-Taxi-v3,4.75,7.5,2.75 -2006,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75 -2007,CodyKilpatrick,CodyKilpatrick/q-taxi-v3,4.75,7.5,2.75 -2008,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75 -2009,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71 -2010,suvadityamuk,suvadityamuk/q-Taxi-v3,4.75,7.52,2.77 -2011,timtaotao,timtaotao/q-Taxi-v3,4.75,7.5,2.75 -2012,issajatt,issajatt/taxi-v3,4.75,7.48,2.73 -2013,ERICKBEZERRA,ERICKBEZERRA/q-Taxi-v3,4.75,7.5,2.75 -2014,HarmlessFlower,HarmlessFlower/Taxi-v3,4.75,7.5,2.75 -2015,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77 -2016,mertyazan,mertyazan/Taxi-v3,4.75,7.5,2.75 -2017,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67 -2018,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75 -2019,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77 -2020,mokryak,mokryak/q-Taxi-v3,4.75,7.5,2.75 -2021,aburkard,aburkard/Taxi-v3,4.75,7.48,2.73 -2022,Dabe,Dabe/Taxi,4.75,7.5,2.75 -2023,MiniMinMax,MiniMinMax/Taxi-v3,4.75,7.5,2.75 -2024,cagarraz,cagarraz/Taxi-v3,4.75,7.5,2.75 -2025,bhadresh-savani,bhadresh-savani/Taxi-v3,4.75,7.5,2.75 -2026,BerserkerMother,BerserkerMother/Taxi-v3,4.75,7.52,2.77 -2027,quartz14,quartz14/taxi-frozenlake,4.75,7.52,2.77 -2028,charlago,charlago/Taxi-v3,4.75,7.52,2.77 -2029,NoNameFound,NoNameFound/q-Taxi-v1-default,4.75,7.5,2.75 -2030,tenich,tenich/q-taxi-v3,4.74,7.5,2.76 -2031,send-it,send-it/q-Taxi-v3,4.74,7.5,2.76 -2032,QuickSilver007,QuickSilver007/q-Taxi-v3,4.74,7.5,2.76 -2033,Broonion,Broonion/RLcourse-unit2-Taxi-V3,4.74,7.48,2.74 -2034,pmgautam,pmgautam/Taxi-v3,4.74,7.5,2.76 -2035,Viswes,Viswes/taxiv3,4.74,7.5,2.76 -2036,yasndr,yasndr/q-Taxi-v3,4.74,7.5,2.76 -2037,strangetcy,strangetcy/q-Taxi-v3,4.74,7.5,2.76 -2038,mpramon,mpramon/taxi-v3,4.74,7.5,2.76 -2039,shamiulshifat,shamiulshifat/taxi-v3,4.74,7.48,2.74 -2040,Malaika1704,Malaika1704/MK-Taxi-v3,4.74,7.48,2.74 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