diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv"
--- "a/Taxi-v3.csv"
+++ "b/Taxi-v3.csv"
@@ -1344,963 +1344,964 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1343,mnavas,mnavas/tacsi,4.85,7.56,2.71
 1344,matthh,matthh/Taxi-v3,4.85,7.56,2.71
 1345,DanAllford,DanAllford/Q-learning-taxi-v3,4.85,7.56,2.71
-1346,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7
-1347,SultanR,SultanR/Taxi-V3,4.84,7.54,2.7
-1348,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7
-1349,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66
-1350,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7
-1351,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7
-1352,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7
-1353,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64
-1354,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7
-1355,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7
-1356,BigTimeCoderSean,BigTimeCoderSean/q-Taxi-v3,4.84,7.54,2.7
-1357,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7
-1358,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7
-1359,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7
+1346,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7
+1347,BigTimeCoderSean,BigTimeCoderSean/q-Taxi-v3,4.84,7.54,2.7
+1348,SultanR,SultanR/Taxi-V3,4.84,7.54,2.7
+1349,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7
+1350,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7
+1351,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7
+1352,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7
+1353,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7
+1354,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7
+1355,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66
+1356,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7
+1357,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7
+1358,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7
+1359,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7
 1360,henripett,henripett/taxiV3,4.84,7.54,2.7
 1361,Gianni33,Gianni33/q-Taxi-v3,4.84,7.54,2.7
-1362,dalemu,dalemu/taxi,4.84,7.54,2.7
-1363,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7
-1364,eliotz,eliotz/taxicab,4.83,7.54,2.71
-1365,zeyefkey,zeyefkey/q-Taxi-v3,4.83,7.54,2.71
-1366,Vis03al,Vis03al/taxi-v3-qlearning,4.83,7.54,2.71
-1367,jeinsong,jeinsong/taxi-v3,4.83,7.54,2.71
-1368,Periramm,Periramm/q-taxi,4.83,7.54,2.71
-1369,dxyy,dxyy/taxi3,4.83,7.54,2.71
-1370,ivanchangoluisa,ivanchangoluisa/q-Taxi-v3,4.83,7.54,2.71
-1371,kambehmw,kambehmw/q-Taxi-v3,4.83,7.54,2.71
+1362,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64
+1363,dalemu,dalemu/taxi,4.84,7.54,2.7
+1364,eswat,eswat/q-Taxi-v3,4.83,7.54,2.71
+1365,egee,egee/Taxi-v3,4.83,7.54,2.71
+1366,JessicaHsu,JessicaHsu/qTaxi-v3,4.83,7.54,2.71
+1367,dxyy,dxyy/taxi3,4.83,7.54,2.71
+1368,supertime1,supertime1/taxi2,4.83,7.52,2.69
+1369,marianafmedeiros,marianafmedeiros/qlearning-taxi-v3,4.83,7.54,2.71
+1370,lsaulier,lsaulier/q-Taxi-v3,4.83,7.54,2.71
+1371,YisusLn,YisusLn/Taxi-v3,4.83,7.54,2.71
 1372,huggingcats,huggingcats/Taxi-v3,4.83,7.5,2.67
-1373,CoenSchouten,CoenSchouten/q-FrozenLake-v1-4x4-noSlippery,4.83,7.54,2.71
-1374,marktrovinger,marktrovinger/q-Taxi-v3,4.83,7.54,2.71
-1375,gsotnikov,gsotnikov/Taxi-v3-baseline,4.83,7.54,2.71
-1376,Bastao,Bastao/taxi_rl,4.83,7.54,2.71
-1377,anujshah645,anujshah645/q-Taxi-v3,4.83,7.54,2.71
-1378,mahmoud-mohey,mahmoud-mohey/Taxi-v3,4.83,7.54,2.71
-1379,kmposkid1,kmposkid1/q-Taxi-v3,4.83,7.54,2.71
-1380,shashankgarewal,shashankgarewal/taxi_default_parameters,4.83,7.54,2.71
-1381,phqlong,phqlong/q-Taxi-v3,4.83,7.54,2.71
-1382,Nyxynyx,Nyxynyx/q-Taxi-v3,4.83,7.54,2.71
-1383,kalmufti,kalmufti/q-Taxi-v3,4.83,7.5,2.67
+1373,mlewand,mlewand/Taxi3-Qlearning,4.83,7.54,2.71
+1374,mahmoud-mohey,mahmoud-mohey/Taxi-v3,4.83,7.54,2.71
+1375,DragonProgrammer,DragonProgrammer/Taxi,4.83,7.5,2.67
+1376,feratur,feratur/q-Taxi-v3,4.83,7.54,2.71
+1377,kaankaracor,kaankaracor/q-Taxi-v3,4.83,7.54,2.71
+1378,MerveOzer,MerveOzer/Taxi-v3,4.83,7.54,2.71
+1379,eliotz,eliotz/taxicab,4.83,7.54,2.71
+1380,ivanchangoluisa,ivanchangoluisa/q-Taxi-v3,4.83,7.54,2.71
+1381,Pirate95,Pirate95/q-Taxi-v3,4.83,7.54,2.71
+1382,ghze,ghze/Taxi,4.83,7.54,2.71
+1383,LinasKo,LinasKo/q-Taxi-v3,4.83,7.52,2.69
 1384,Jac0b,Jac0b/taxi-v3-qtable,4.83,7.54,2.71
-1385,lsaulier,lsaulier/q-Taxi-v3,4.83,7.54,2.71
-1386,newbie4000,newbie4000/Taxi-v3,4.83,7.54,2.71
-1387,vind,vind/q-Taxi-v3-35k,4.83,7.52,2.69
-1388,vind,vind/q-Taxi-v3,4.83,7.52,2.69
-1389,Bailefan,Bailefan/Taxi-v3,4.83,7.54,2.71
-1390,Leo446673,Leo446673/q-Taxi-v3,4.83,7.54,2.71
-1391,r4f705,r4f705/qlearning-taxi-v3,4.83,7.5,2.67
-1392,Brandulio,Brandulio/Taxi-v3,4.83,7.52,2.69
-1393,supertime1,supertime1/taxi2,4.83,7.52,2.69
-1394,emmanuel17,emmanuel17/Taxiv3,4.83,7.5,2.67
-1395,alicjak,alicjak/q-Taxi-v3,4.83,7.54,2.71
-1396,DimiNim,DimiNim/q-taxi-v3,4.83,7.54,2.71
-1397,eswat,eswat/q-Taxi-v3,4.83,7.54,2.71
-1398,calwoo,calwoo/Taxi-v3-qlearn,4.83,7.54,2.71
-1399,ntinosmg,ntinosmg/taxi-v3,4.83,7.54,2.71
-1400,JessicaHsu,JessicaHsu/qTaxi-v3,4.83,7.54,2.71
-1401,ManishW,ManishW/q-Taxi-v3-v1,4.83,7.54,2.71
-1402,wakakaka,wakakaka/Taxi-v3,4.83,7.54,2.71
-1403,ecemisildar,ecemisildar/taxi_rl,4.83,7.54,2.71
-1404,kostasang,kostasang/q-Taxi-v3,4.83,7.48,2.65
-1405,Behnam,Behnam/q-Taxi-v3,4.83,7.54,2.71
-1406,reachrkr,reachrkr/Taxi-v3,4.83,7.54,2.71
-1407,GadH,GadH/Monit,4.83,7.54,2.71
-1408,kparker,kparker/q-Taxi-v3,4.83,7.54,2.71
-1409,tzs,tzs/q-Taxi-v3,4.83,7.54,2.71
-1410,Augcos,Augcos/Taxi-v3,4.83,7.54,2.71
-1411,Nake,Nake/Taxi-v3,4.83,7.54,2.71
-1412,egee,egee/Taxi-v3,4.83,7.54,2.71
-1413,feratur,feratur/q-Taxi-v3,4.83,7.54,2.71
-1414,DragonProgrammer,DragonProgrammer/Taxi,4.83,7.5,2.67
-1415,marianafmedeiros,marianafmedeiros/qlearning-taxi-v3,4.83,7.54,2.71
-1416,YisusLn,YisusLn/Taxi-v3,4.83,7.54,2.71
-1417,mlewand,mlewand/Taxi3-Qlearning,4.83,7.54,2.71
-1418,ShunCena,ShunCena/AutoTaxi-v3,4.83,7.54,2.71
-1419,robkayinto,robkayinto/dumbassRepoNameLocal,4.83,7.54,2.71
-1420,ghze,ghze/Taxi,4.83,7.54,2.71
-1421,ghze,ghze/Taxi_v3,4.83,7.54,2.71
-1422,mmirmahdi,mmirmahdi/Taxi-v3,4.83,7.54,2.71
-1423,rossHuggingMay,rossHuggingMay/q-Taxi-v3,4.83,7.5,2.67
-1424,LinasKo,LinasKo/q-Taxi-v3,4.83,7.52,2.69
-1425,pomp,pomp/q-taxi-v3,4.83,7.48,2.65
-1426,jakka,jakka/q-Taxi-v3,4.83,7.54,2.71
-1427,abbiekeats,abbiekeats/Taxi-v3,4.83,7.52,2.69
-1428,workRL,workRL/q-Taxi-v3,4.83,7.54,2.71
-1429,dariodipalma,dariodipalma/taxi-v3,4.83,7.54,2.71
-1430,zzen0008,zzen0008/q-Taxi-v3,4.83,7.5,2.67
-1431,Dewa,Dewa/rl-q-taxt-v1,4.83,7.54,2.71
-1432,srandazzo,srandazzo/q-Taxi-v3,4.83,7.54,2.71
-1433,rafrito,rafrito/Taxi0v3,4.83,7.54,2.71
-1434,dataLearning,dataLearning/q-Taxi-V3,4.83,7.48,2.65
-1435,fawwazanvilen,fawwazanvilen/q-Taxi-v3,4.83,7.48,2.65
-1436,UnaiGurbindo,UnaiGurbindo/Taxi-v3,4.83,7.54,2.71
-1437,Kon3000,Kon3000/Taxi-v3,4.83,7.54,2.71
-1438,kwecht,kwecht/q-Taxi-v3-unit2-default,4.83,7.54,2.71
-1439,npit,npit/taxi-v3,4.83,7.54,2.71
-1440,Falguni,Falguni/q-Taxi-v3,4.83,7.54,2.71
-1441,aiartwork,aiartwork/q-Taxi-v3,4.83,7.54,2.71
-1442,rdesarz,rdesarz/Q-Learning-Taxi-v3,4.83,7.48,2.65
-1443,Pirate95,Pirate95/q-Taxi-v3,4.83,7.54,2.71
-1444,JfuentesR,JfuentesR/Taxi-v3,4.83,7.52,2.69
-1445,kaankaracor,kaankaracor/q-Taxi-v3,4.83,7.54,2.71
-1446,MerveOzer,MerveOzer/Taxi-v3,4.83,7.54,2.71
-1447,jorgelzn,jorgelzn/qlearning-taxi,4.83,7.54,2.71
-1448,J4m35M4xw3ll,J4m35M4xw3ll/Taxi-v3,4.83,7.54,2.71
-1449,radius27,radius27/q-Taxi-v3,4.83,7.52,2.69
-1450,ShreyasM,ShreyasM/Taxi-v3,4.83,7.54,2.71
-1451,TinySuitStarfish,TinySuitStarfish/q-Taxi-v3,4.83,7.48,2.65
-1452,Jozaita,Jozaita/q-Taxi-v3,4.83,7.54,2.71
-1453,tianyun,tianyun/q-Taxi-v3-25x5x4,4.83,7.54,2.71
-1454,rahulsnkr,rahulsnkr/taxiV3-deep-rl-course,4.83,7.54,2.71
-1455,Carlosrelao,Carlosrelao/q-Taxi-v3,4.82,7.48,2.66
-1456,henrikho,henrikho/Taxi-v3,4.82,7.54,2.72
-1457,helpingstar,helpingstar/q-Taxi-v3-v2,4.82,7.54,2.72
-1458,Sympan,Sympan/DRL-Course-Taxi-v3,4.82,7.5,2.68
-1459,alesthehuman,alesthehuman/q-Taxi-v3,4.82,7.54,2.72
-1460,RajSang,RajSang/q-Taxi-v3,4.82,7.48,2.66
-1461,andres-hsn,andres-hsn/q-Taxi-v3,4.82,7.54,2.72
-1462,dhorbach,dhorbach/hfc_ql_taxi_v3,4.82,7.54,2.72
-1463,TheTeamBuilder,TheTeamBuilder/TaxiQLearning,4.82,7.54,2.72
-1464,gelas,gelas/taxi,4.82,7.46,2.64
-1465,uladkaz,uladkaz/q-Taxi-v3,4.82,7.48,2.66
-1466,fgeyer,fgeyer/q-Taxi-v3,4.82,7.54,2.72
-1467,Horken,Horken/q_taxi,4.82,7.54,2.72
+1385,npit,npit/taxi-v3,4.83,7.54,2.71
+1386,Vis03al,Vis03al/taxi-v3-qlearning,4.83,7.54,2.71
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+1388,fawwazanvilen,fawwazanvilen/q-Taxi-v3,4.83,7.48,2.65
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+1406,ShreyasM,ShreyasM/Taxi-v3,4.83,7.54,2.71
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-1948,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76
-1949,butchland,butchland/q-Taxi-v3,4.76,7.44,2.68
-1950,JacksonBurton,JacksonBurton/q-Taxi-v3,4.76,7.52,2.76
-1951,ndhieunguyen,ndhieunguyen/Taxi-v3,4.76,7.52,2.76
-1952,iagrawal,iagrawal/q-Taxi-v3,4.76,7.52,2.76
+1904,beebeckzzz,beebeckzzz/q-Taxi-v3,4.77,7.5,2.73
+1905,BlackNoodle,BlackNoodle/q-Taxi-v3,4.77,7.5,2.73
+1906,amoselberg,amoselberg/qlearning_taxi,4.77,7.52,2.75
+1907,zhanghwei,zhanghwei/Taxi-v3,4.77,7.5,2.73
+1908,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75
+1909,Sirianth,Sirianth/taxi_rl,4.77,7.52,2.75
+1910,aidiary,aidiary/q-Taxi-v3,4.77,7.5,2.73
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+1912,7mosany,7mosany/TaxiDriver1,4.77,7.5,2.73
+1913,kasunw,kasunw/q-Taxi-v3,4.77,7.52,2.75
+1914,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75
+1915,magooie,magooie/q-taxi-v1,4.77,7.52,2.75
+1916,adzcai,adzcai/q-Taxi-v3,4.77,7.52,2.75
+1917,Guoping,Guoping/Taxi-v3-lr0.7-e25k,4.77,7.5,2.73
+1918,CyantifiCQ,CyantifiCQ/Taxi-v3_0,4.77,7.5,2.73
+1919,MetaAnomie,MetaAnomie/q-Taxi-v3,4.77,7.5,2.73
+1920,cha00,cha00/taxi,4.77,7.52,2.75
+1921,Mikepool117,Mikepool117/Taxi-v3,4.77,7.5,2.73
+1922,golightly,golightly/q-Taxi-v3,4.77,7.5,2.73
+1923,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73
+1924,D0k-tor,D0k-tor/Taxi-v3-dani,4.77,7.5,2.73
+1925,noodlynoodle,noodlynoodle/q-Taxi-v3,4.77,7.52,2.75
+1926,M331,M331/q-Taxi-v3,4.77,7.52,2.75
+1927,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75
+1928,angelinux,angelinux/q-Taxi-v3,4.77,7.5,2.73
+1929,97jmlr,97jmlr/Unit2-Taxi,4.77,7.5,2.73
+1930,cetusian,cetusian/Autonomous-Taxi,4.77,7.5,2.73
+1931,robkayinto,robkayinto/ThursdayFebruary_2_2023,4.77,7.5,2.73
+1932,BekirTaha,BekirTaha/q-Taxi-v3,4.77,7.5,2.73
+1933,hectorjelly,hectorjelly/taxiv1a,4.77,7.52,2.75
+1934,eduyio,eduyio/My_QLearning-Taxi-v3,4.77,7.5,2.73
+1935,fx1H,fx1H/q-Taxi-v3,4.77,7.5,2.73
+1936,dcduplooy,dcduplooy/q-Taxi-v3,4.77,7.52,2.75
+1937,setareh1,setareh1/Taxi-v3,4.77,7.52,2.75
+1938,timjwhite,timjwhite/tim-Taxiv3,4.77,7.5,2.73
+1939,zzmez,zzmez/taxi-v3,4.77,7.52,2.75
+1940,pachicartelle,pachicartelle/q-table-Taxi-v3,4.76,7.52,2.76
+1941,MichalJ,MichalJ/q-Taxi-v3,4.76,7.52,2.76
+1942,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74
+1943,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74
+1944,ReadyP1,ReadyP1/Taxi-v3,4.76,7.52,2.76
+1945,Galeros,Galeros/q-Taxi-v3,4.76,7.52,2.76
+1946,jayshim,jayshim/Taxi-v3,4.76,7.52,2.76
+1947,chans,chans/taxi-v3,4.76,7.52,2.76
+1948,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76
+1949,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76
+1950,MasKong,MasKong/deeprl_course_Taxi-v3,4.76,7.52,2.76
+1951,ZyXin,ZyXin/q-Taxi-v3,4.76,7.52,2.76
+1952,fernandoj92,fernandoj92/Taxi-v3,4.76,7.48,2.72
 1953,jwright94,jwright94/q-Taxi-v3,4.76,7.52,2.76
-1954,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74
-1955,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74
-1956,pachicartelle,pachicartelle/q-table-Taxi-v3,4.76,7.52,2.76
-1957,itsmohit,itsmohit/taxi_driver,4.76,7.52,2.76
-1958,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76
-1959,fjaragones,fjaragones/Taxi-v3,4.76,7.52,2.76
-1960,emmade-1999,emmade-1999/Taxi-v3,4.76,7.52,2.76
-1961,jenya-g,jenya-g/q-Taxi-v3,4.76,7.52,2.76
-1962,cverluise,cverluise/q-taxi-v3,4.76,7.52,2.76
+1954,fjaragones,fjaragones/Taxi-v3,4.76,7.52,2.76
+1955,itsmohit,itsmohit/taxi_driver,4.76,7.52,2.76
+1956,jasheershihab,jasheershihab/q-Taxi-v3,4.76,7.48,2.72
+1957,ndhieunguyen,ndhieunguyen/Taxi-v3,4.76,7.52,2.76
+1958,JacksonBurton,JacksonBurton/q-Taxi-v3,4.76,7.52,2.76
+1959,cverluise,cverluise/q-taxi-v3,4.76,7.52,2.76
+1960,iagrawal,iagrawal/q-Taxi-v3,4.76,7.52,2.76
+1961,pinaggle,pinaggle/Taxi-v3,4.76,7.5,2.74
+1962,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76
 1963,dominiks,dominiks/q-Taxi-v3,4.76,7.52,2.76
-1964,ZyXin,ZyXin/q-Taxi-v3,4.76,7.52,2.76
-1965,pinaggle,pinaggle/Taxi-v3,4.76,7.5,2.74
-1966,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76
-1967,chans,chans/taxi-v3,4.76,7.52,2.76
-1968,jasheershihab,jasheershihab/q-Taxi-v3,4.76,7.48,2.72
-1969,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68
-1970,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77
-1971,ZhihongDeng,ZhihongDeng/q-Taxi-v3,4.75,7.52,2.77
-1972,Laide,Laide/Taxi-v3,4.75,7.5,2.75
-1973,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75
-1974,aburkard,aburkard/Taxi-v3,4.75,7.48,2.73
-1975,suvadityamuk,suvadityamuk/q-Taxi-v3,4.75,7.52,2.77
-1976,ERICKBEZERRA,ERICKBEZERRA/q-Taxi-v3,4.75,7.5,2.75
-1977,Jclementg,Jclementg/Taxi-v3,4.75,7.52,2.77
-1978,CodyKilpatrick,CodyKilpatrick/q-taxi-v3,4.75,7.5,2.75
-1979,OlgaVityuk,OlgaVityuk/taxi_v3,4.75,7.52,2.77
-1980,iubeda,iubeda/q-Taxi-v3,4.75,7.5,2.75
-1981,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71
-1982,msp3887,msp3887/q-Taxi-v3,4.75,7.52,2.77
-1983,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67
-1984,Todmy,Todmy/Taxi_q_learning,4.75,7.52,2.77
-1985,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75
-1986,shahafw,shahafw/Taxi-v3,4.75,7.46,2.71
-1987,c-q,c-q/Taxi-v3,4.75,7.5,2.75
+1964,quilaquedi,quilaquedi/Taxi-v3,4.76,7.5,2.74
+1965,butchland,butchland/q-Taxi-v3,4.76,7.44,2.68
+1966,jcmc,jcmc/q-Taxi-v3,4.76,7.46,2.7
+1967,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68
+1968,emmade-1999,emmade-1999/Taxi-v3,4.76,7.52,2.76
+1969,jenya-g,jenya-g/q-Taxi-v3,4.76,7.52,2.76
+1970,JvThunder,JvThunder/Taxi-v3,4.76,7.48,2.72
+1971,BerserkerMother,BerserkerMother/Taxi-v3,4.75,7.52,2.77
+1972,mokryak,mokryak/q-Taxi-v3,4.75,7.5,2.75
+1973,CodyKilpatrick,CodyKilpatrick/q-taxi-v3,4.75,7.5,2.75
+1974,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75
+1975,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75
+1976,issajatt,issajatt/taxi-v3,4.75,7.48,2.73
+1977,bhadresh-savani,bhadresh-savani/Taxi-v3,4.75,7.5,2.75
+1978,ZhihongDeng,ZhihongDeng/q-Taxi-v3,4.75,7.52,2.77
+1979,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77
+1980,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75
+1981,cagarraz,cagarraz/Taxi-v3,4.75,7.5,2.75
+1982,MiniMinMax,MiniMinMax/Taxi-v3,4.75,7.5,2.75
+1983,suvadityamuk,suvadityamuk/q-Taxi-v3,4.75,7.52,2.77
+1984,kaliputra,kaliputra/q-Taxi-v3-v1,4.75,7.48,2.73
+1985,unagui,unagui/taxiv0,4.75,7.5,2.75
+1986,Ryosei0304,Ryosei0304/Taxi-v3,4.75,7.52,2.77
+1987,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77
 1988,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77
-1989,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75
-1990,timtaotao,timtaotao/q-Taxi-v3,4.75,7.5,2.75
-1991,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77
-1992,charlago,charlago/Taxi-v3,4.75,7.52,2.77
-1993,irgallard,irgallard/taxi-v3,4.75,7.5,2.75
-1994,danieliser,danieliser/q-Taxi-v3,4.75,7.5,2.75
-1995,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75
-1996,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75
-1997,mokryak,mokryak/q-Taxi-v3,4.75,7.5,2.75
-1998,kuan2,kuan2/taxi,4.75,7.52,2.77
-1999,kaliputra,kaliputra/q-Taxi-v3-v1,4.75,7.48,2.73
-2000,unagui,unagui/taxiv0,4.75,7.5,2.75
-2001,Ryosei0304,Ryosei0304/Taxi-v3,4.75,7.52,2.77
-2002,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75
-2003,mertyazan,mertyazan/Taxi-v3,4.75,7.5,2.75
-2004,joelkoch,joelkoch/q-Taxi-v3,4.75,7.52,2.77
-2005,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77
-2006,MiniMinMax,MiniMinMax/Taxi-v3,4.75,7.5,2.75
-2007,bhadresh-savani,bhadresh-savani/Taxi-v3,4.75,7.5,2.75
-2008,cagarraz,cagarraz/Taxi-v3,4.75,7.5,2.75
-2009,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73
-2010,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73
-2011,quartz14,quartz14/taxi-frozenlake,4.75,7.52,2.77
-2012,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77
-2013,issajatt,issajatt/taxi-v3,4.75,7.48,2.73
-2014,BerserkerMother,BerserkerMother/Taxi-v3,4.75,7.52,2.77
-2015,HarmlessFlower,HarmlessFlower/Taxi-v3,4.75,7.5,2.75
-2016,Dabe,Dabe/Taxi,4.75,7.5,2.75
-2017,NoNameFound,NoNameFound/q-Taxi-v1-default,4.75,7.5,2.75
-2018,Fillemon,Fillemon/q-Taxi-v3,4.75,7.52,2.77
-2019,QuickSilver007,QuickSilver007/q-Taxi-v3,4.74,7.5,2.76
-2020,send-it,send-it/q-Taxi-v3,4.74,7.5,2.76
+1989,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67
+1990,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73
+1991,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77
+1992,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73
+1993,iubeda,iubeda/q-Taxi-v3,4.75,7.5,2.75
+1994,kuan2,kuan2/taxi,4.75,7.52,2.77
+1995,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71
+1996,msp3887,msp3887/q-Taxi-v3,4.75,7.52,2.77
+1997,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77
+1998,quartz14,quartz14/taxi-frozenlake,4.75,7.52,2.77
+1999,NoNameFound,NoNameFound/q-Taxi-v1-default,4.75,7.5,2.75
+2000,mertyazan,mertyazan/Taxi-v3,4.75,7.5,2.75
+2001,charlago,charlago/Taxi-v3,4.75,7.52,2.77
+2002,irgallard,irgallard/taxi-v3,4.75,7.5,2.75
+2003,joelkoch,joelkoch/q-Taxi-v3,4.75,7.52,2.77
+2004,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75
+2005,danieliser,danieliser/q-Taxi-v3,4.75,7.5,2.75
+2006,Laide,Laide/Taxi-v3,4.75,7.5,2.75
+2007,shahafw,shahafw/Taxi-v3,4.75,7.46,2.71
+2008,c-q,c-q/Taxi-v3,4.75,7.5,2.75
+2009,OlgaVityuk,OlgaVityuk/taxi_v3,4.75,7.52,2.77
+2010,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75
+2011,timtaotao,timtaotao/q-Taxi-v3,4.75,7.5,2.75
+2012,Dabe,Dabe/Taxi,4.75,7.5,2.75
+2013,Todmy,Todmy/Taxi_q_learning,4.75,7.52,2.77
+2014,ERICKBEZERRA,ERICKBEZERRA/q-Taxi-v3,4.75,7.5,2.75
+2015,Jclementg,Jclementg/Taxi-v3,4.75,7.52,2.77
+2016,aburkard,aburkard/Taxi-v3,4.75,7.48,2.73
+2017,Fillemon,Fillemon/q-Taxi-v3,4.75,7.52,2.77
+2018,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75
+2019,HarmlessFlower,HarmlessFlower/Taxi-v3,4.75,7.5,2.75
+2020,Kuro96,Kuro96/q-Taxi-v3,4.74,7.5,2.76
 2021,HurricaneSYG,HurricaneSYG/Taxi-v3,4.74,7.5,2.76
 2022,infinitix,infinitix/q-Taxi-v3,4.74,7.5,2.76
-2023,PareshK,PareshK/Taxi-v3,4.74,7.5,2.76
-2024,AKal,AKal/q-taxi-v3,4.74,7.48,2.74
-2025,proleetops,proleetops/Taxi-v3,4.74,7.48,2.74
-2026,amiri-amin,amiri-amin/taxi_default,4.74,7.48,2.74
-2027,Broonion,Broonion/RLcourse-unit2-Taxi-V3,4.74,7.48,2.74
-2028,theptrk,theptrk/Taxi-v3,4.74,7.5,2.76
-2029,FIT17,FIT17/q-Taxi-v3,4.74,7.5,2.76
-2030,Aitor,Aitor/q-Taxi-v3,4.74,7.5,2.76
-2031,NXBY,NXBY/Taxi-V3,4.74,7.48,2.74
-2032,J4F4N4F,J4F4N4F/q-Taxi-v3,4.74,7.5,2.76
-2033,yuvnez,yuvnez/Taxi-v3,4.74,7.48,2.74
-2034,kuanyk,kuanyk/Taxi-v3,4.74,7.5,2.76
-2035,RandolphScott,RandolphScott/q-Taxi-v3,4.74,7.5,2.76
-2036,ChenWu98,ChenWu98/q-Taxi-v3,4.74,7.5,2.76
-2037,314anist,314anist/q-Taxi-v3,4.74,7.5,2.76
-2038,janzw,janzw/jan-taxi-v3,4.74,7.48,2.74
-2039,klashenrik,klashenrik/q-learning-taxi-v1,4.74,7.5,2.76
-2040,SuburbanLion,SuburbanLion/q-Taxi-v3-example,4.74,7.5,2.76
-2041,msthil,msthil/taxi-unit2-v1,4.74,7.5,2.76
-2042,markafitzgerald1,markafitzgerald1/q-Taxi-v3,4.74,7.5,2.76
-2043,yasndr,yasndr/q-Taxi-v3,4.74,7.5,2.76
-2044,pmgautam,pmgautam/Taxi-v3,4.74,7.5,2.76
-2045,SpookyWooky5,SpookyWooky5/q-Taxi-v3,4.74,7.48,2.74
-2046,jontromanab,jontromanab/taxi,4.74,7.5,2.76
-2047,manishankar5507,manishankar5507/Taxi-v3-mani,4.74,7.5,2.76
-2048,mobiusmatt,mobiusmatt/q-Taxi-v3,4.74,7.48,2.74
-2049,shamiulshifat,shamiulshifat/taxi-v3,4.74,7.48,2.74
-2050,Viswes,Viswes/taxiv3,4.74,7.5,2.76
-2051,strangetcy,strangetcy/q-Taxi-v3,4.74,7.5,2.76
-2052,tenich,tenich/q-taxi-v3,4.74,7.5,2.76
-2053,Dantenator,Dantenator/Taxi-v3,4.74,7.48,2.74
-2054,varo,varo/Taxi-v3,4.74,7.48,2.74
-2055,Malaika1704,Malaika1704/MK-Taxi-v3,4.74,7.48,2.74
-2056,mpramon,mpramon/taxi-v3,4.74,7.5,2.76
-2057,adityanahata,adityanahata/q-Taxi-v3,4.74,7.5,2.76
-2058,schrilax,schrilax/q-Taxi-v3,4.74,7.46,2.72
-2059,ldaquan1996,ldaquan1996/Taxi_v1,4.74,7.5,2.76
-2060,aliakyurek,aliakyurek/Taxi-v3,4.74,7.48,2.74
-2061,leenw2,leenw2/Taxi-v3,4.74,7.48,2.74
-2062,halil93ibrahim,halil93ibrahim/Taxiv3-q-learning,4.74,7.5,2.76
-2063,Arindam1975,Arindam1975/q-Taxi-v3,4.74,7.5,2.76
-2064,Steddex,Steddex/Taxi-v3,4.74,7.48,2.74
-2065,Hinova,Hinova/q-Taxi-v3,4.74,7.5,2.76
-2066,GGunjan,GGunjan/Taxi-v3,4.74,7.5,2.76
-2067,Kuro96,Kuro96/q-Taxi-v3,4.74,7.5,2.76
-2068,Brenno,Brenno/Taxi-v3,4.74,7.5,2.76
-2069,nathan-cai,nathan-cai/Q-taxi-v3,4.74,7.5,2.76
-2070,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76
-2071,chradden,chradden/Taxi-v3,4.74,7.5,2.76
-2072,luhx,luhx/Taxi-v3,4.74,7.48,2.74
-2073,ahmadRa,ahmadRa/q-Taxi-v3-try1,4.74,7.5,2.76
-2074,SnoopKilla,SnoopKilla/q-Taxi-v3,4.74,7.48,2.74
-2075,Isaacgv,Isaacgv/Taxi-v3,4.73,7.48,2.75
+2023,halil93ibrahim,halil93ibrahim/Taxiv3-q-learning,4.74,7.5,2.76
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