diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv"
--- "a/Taxi-v3.csv"
+++ "b/Taxi-v3.csv"
@@ -1714,1248 +1714,1249 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1713,juwagn,juwagn/qLearning_taxi_init,4.85,7.52,2.67
 1714,agercas,agercas/q-Taxi-v3,4.85,7.56,2.71
 1715,mrmrob003,mrmrob003/q-Taxi-v3,4.85,7.56,2.71
-1716,w4yw4rd,w4yw4rd/Taxi-v3,4.84,7.54,2.7
-1717,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7
-1718,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7
-1719,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64
-1720,joydragon,joydragon/Taxi-v3,4.84,7.54,2.7
+1716,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7
+1717,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7
+1718,davera-017,davera-017/q-Taxi-v3,4.84,7.54,2.7
+1719,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7
+1720,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7
 1721,BigTimeCoderSean,BigTimeCoderSean/q-Taxi-v3,4.84,7.54,2.7
-1722,davera-017,davera-017/q-Taxi-v3,4.84,7.54,2.7
-1723,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7
-1724,rafaelelter,rafaelelter/Taxi-v3,4.84,7.48,2.64
-1725,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7
-1726,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66
-1727,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7
-1728,henripett,henripett/taxiV3,4.84,7.54,2.7
-1729,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7
-1730,Gianni33,Gianni33/q-Taxi-v3,4.84,7.54,2.7
-1731,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7
-1732,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7
-1733,SultanR,SultanR/Taxi-V3,4.84,7.54,2.7
-1734,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7
-1735,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7
+1722,bitwild,bitwild/Taxi-v3,4.84,7.54,2.7
+1723,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66
+1724,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64
+1725,Gianni33,Gianni33/q-Taxi-v3,4.84,7.54,2.7
+1726,rafaelelter,rafaelelter/Taxi-v3,4.84,7.48,2.64
+1727,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7
+1728,w4yw4rd,w4yw4rd/Taxi-v3,4.84,7.54,2.7
+1729,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7
+1730,SultanR,SultanR/Taxi-V3,4.84,7.54,2.7
+1731,dalemu,dalemu/taxi,4.84,7.54,2.7
+1732,henripett,henripett/taxiV3,4.84,7.54,2.7
+1733,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7
+1734,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7
+1735,joydragon,joydragon/Taxi-v3,4.84,7.54,2.7
 1736,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7
-1737,bitwild,bitwild/Taxi-v3,4.84,7.54,2.7
-1738,dalemu,dalemu/taxi,4.84,7.54,2.7
-1739,junikeda,junikeda/q-Taxi-v3,4.83,7.52,2.69
-1740,zpattdev,zpattdev/taxi-v3,4.83,7.5,2.67
-1741,vind,vind/q-Taxi-v3-35k,4.83,7.52,2.69
-1742,LinasKo,LinasKo/q-Taxi-v3,4.83,7.52,2.69
-1743,fromhell01,fromhell01/MyQtaxi,4.83,7.54,2.71
-1744,npit,npit/taxi-v3,4.83,7.54,2.71
-1745,fawwazanvilen,fawwazanvilen/q-Taxi-v3,4.83,7.48,2.65
-1746,Mgollen,Mgollen/q-Taxi-v3,4.83,7.5,2.67
-1747,srandazzo,srandazzo/q-Taxi-v3,4.83,7.54,2.71
-1748,YisusLn,YisusLn/Taxi-v3,4.83,7.54,2.71
-1749,dariodipalma,dariodipalma/taxi-v3,4.83,7.54,2.71
-1750,ShreyasM,ShreyasM/Taxi-v3,4.83,7.54,2.71
-1751,reachrkr,reachrkr/Taxi-v3,4.83,7.54,2.71
-1752,Periramm,Periramm/q-taxi,4.83,7.54,2.71
-1753,dataLearning,dataLearning/q-Taxi-V3,4.83,7.48,2.65
-1754,kaankaracor,kaankaracor/q-Taxi-v3,4.83,7.54,2.71
-1755,vind,vind/q-Taxi-v3,4.83,7.52,2.69
-1756,kostasang,kostasang/q-Taxi-v3,4.83,7.48,2.65
-1757,abbiekeats,abbiekeats/Taxi-v3,4.83,7.52,2.69
-1758,MerveOzer,MerveOzer/Taxi-v3,4.83,7.54,2.71
-1759,aiartwork,aiartwork/q-Taxi-v3,4.83,7.54,2.71
-1760,sufyn,sufyn/taxi-v3,4.83,7.54,2.71
-1761,JfuentesR,JfuentesR/Taxi-v3,4.83,7.52,2.69
-1762,rdesarz,rdesarz/Q-Learning-Taxi-v3,4.83,7.48,2.65
-1763,pomp,pomp/q-taxi-v3,4.83,7.48,2.65
-1764,huggingcats,huggingcats/Taxi-v3,4.83,7.5,2.67
-1765,Anastasiaps,Anastasiaps/Taxi-v3,4.83,7.54,2.71
-1766,Bastao,Bastao/taxi_rl,4.83,7.54,2.71
-1767,znacer,znacer/q-Taxi-v3,4.83,7.52,2.69
-1768,TinySuitStarfish,TinySuitStarfish/q-Taxi-v3,4.83,7.48,2.65
-1769,Ojas-CoderAI,Ojas-CoderAI/Taxi_practice,4.83,7.54,2.71
-1770,nandakumar10,nandakumar10/q-Taxi-v3,4.83,7.52,2.69
-1771,jakka,jakka/q-Taxi-v3,4.83,7.54,2.71
-1772,Pirate95,Pirate95/q-Taxi-v3,4.83,7.54,2.71
-1773,skywalker7,skywalker7/Taxi-v3,4.83,7.5,2.67
-1774,banden,banden/Taxi-v1,4.83,7.48,2.65
-1775,Nyxynyx,Nyxynyx/q-Taxi-v3,4.83,7.54,2.71
-1776,calwoo,calwoo/Taxi-v3-qlearn,4.83,7.54,2.71
-1777,gioca91,gioca91/q-Taxi-v3,4.83,7.54,2.71
-1778,Jac0b,Jac0b/taxi-v3-qtable,4.83,7.54,2.71
-1779,Kon3000,Kon3000/Taxi-v3,4.83,7.54,2.71
-1780,kalmufti,kalmufti/q-Taxi-v3,4.83,7.5,2.67
-1781,fetiska,fetiska/downtown-cab-co,4.83,7.52,2.69
-1782,lsaulier,lsaulier/q-Taxi-v3,4.83,7.54,2.71
-1783,rossHuggingMay,rossHuggingMay/q-Taxi-v3,4.83,7.5,2.67
-1784,zeyefkey,zeyefkey/q-Taxi-v3,4.83,7.54,2.71
-1785,supertime1,supertime1/taxi2,4.83,7.52,2.69
-1786,Brandulio,Brandulio/Taxi-v3,4.83,7.52,2.69
-1787,ecemisildar,ecemisildar/taxi_rl,4.83,7.54,2.71
-1788,Vis03al,Vis03al/taxi-v3-qlearning,4.83,7.54,2.71
-1789,eliotz,eliotz/taxicab,4.83,7.54,2.71
-1790,jliu596,jliu596/taxi,4.83,7.54,2.71
-1791,heybezayb,heybezayb/TaxiV3,4.83,7.54,2.71
-1792,tzs,tzs/q-Taxi-v3,4.83,7.54,2.71
-1793,GadH,GadH/Monit,4.83,7.54,2.71
-1794,ShunCena,ShunCena/AutoTaxi-v3,4.83,7.54,2.71
-1795,Dewa,Dewa/rl-q-taxt-v1,4.83,7.54,2.71
-1796,rafrito,rafrito/Taxi0v3,4.83,7.54,2.71
-1797,caramelody,caramelody/frozen-ca,4.83,7.54,2.71
-1798,caramelody,caramelody/cacaca,4.83,7.54,2.71
-1799,marktrovinger,marktrovinger/q-Taxi-v3,4.83,7.54,2.71
-1800,anujshah645,anujshah645/q-Taxi-v3,4.83,7.54,2.71
-1801,knarasi1,knarasi1/q-v1-Taxiv3,4.83,7.54,2.71
+1737,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7
+1738,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7
+1739,YisusLn,YisusLn/Taxi-v3,4.83,7.54,2.71
+1740,Pirate95,Pirate95/q-Taxi-v3,4.83,7.54,2.71
+1741,caramelody,caramelody/frozen-ca,4.83,7.54,2.71
+1742,abbiekeats,abbiekeats/Taxi-v3,4.83,7.52,2.69
+1743,LinasKo,LinasKo/q-Taxi-v3,4.83,7.52,2.69
+1744,aiartwork,aiartwork/q-Taxi-v3,4.83,7.54,2.71
+1745,tianyun,tianyun/q-Taxi-v3-25x5x4,4.83,7.54,2.71
+1746,egee,egee/Taxi-v3,4.83,7.54,2.71
+1747,rdesarz,rdesarz/Q-Learning-Taxi-v3,4.83,7.48,2.65
+1748,JfuentesR,JfuentesR/Taxi-v3,4.83,7.52,2.69
+1749,Periramm,Periramm/q-taxi,4.83,7.54,2.71
+1750,J4m35M4xw3ll,J4m35M4xw3ll/Taxi-v3,4.83,7.54,2.71
+1751,kmposkid1,kmposkid1/q-Taxi-v3,4.83,7.54,2.71
+1752,skywalker7,skywalker7/Taxi-v3,4.83,7.5,2.67
+1753,rahulsnkr,rahulsnkr/taxiV3-deep-rl-course,4.83,7.54,2.71
+1754,ShreyasM,ShreyasM/Taxi-v3,4.83,7.54,2.71
+1755,jliu596,jliu596/taxi,4.83,7.54,2.71
+1756,ghze,ghze/Taxi,4.83,7.54,2.71
+1757,ghze,ghze/Taxi_v3,4.83,7.54,2.71
+1758,dataLearning,dataLearning/q-Taxi-V3,4.83,7.48,2.65
+1759,kaankaracor,kaankaracor/q-Taxi-v3,4.83,7.54,2.71
+1760,mmirmahdi,mmirmahdi/Taxi-v3,4.83,7.54,2.71
+1761,eliotz,eliotz/taxicab,4.83,7.54,2.71
+1762,Nyxynyx,Nyxynyx/q-Taxi-v3,4.83,7.54,2.71
+1763,kalmufti,kalmufti/q-Taxi-v3,4.83,7.5,2.67
+1764,ManishW,ManishW/q-Taxi-v3-v1,4.83,7.54,2.71
+1765,jeinsong,jeinsong/taxi-v3,4.83,7.54,2.71
+1766,kparker,kparker/q-Taxi-v3,4.83,7.54,2.71
+1767,Behnam,Behnam/q-Taxi-v3,4.83,7.54,2.71
+1768,eswat,eswat/q-Taxi-v3,4.83,7.54,2.71
+1769,znacer,znacer/q-Taxi-v3,4.83,7.52,2.69
+1770,DragonProgrammer,DragonProgrammer/Taxi,4.83,7.5,2.67
+1771,robkayinto,robkayinto/dumbassRepoNameLocal,4.83,7.54,2.71
+1772,rossHuggingMay,rossHuggingMay/q-Taxi-v3,4.83,7.5,2.67
+1773,gsotnikov,gsotnikov/Taxi-v3-baseline,4.83,7.54,2.71
+1774,marianafmedeiros,marianafmedeiros/qlearning-taxi-v3,4.83,7.54,2.71
+1775,phqlong,phqlong/q-Taxi-v3,4.83,7.54,2.71
+1776,zeyefkey,zeyefkey/q-Taxi-v3,4.83,7.54,2.71
+1777,ivanchangoluisa,ivanchangoluisa/q-Taxi-v3,4.83,7.54,2.71
+1778,kostasang,kostasang/q-Taxi-v3,4.83,7.48,2.65
+1779,paarth-sachan,paarth-sachan/taxi_gymnasium,4.83,7.52,2.69
+1780,dcv21,dcv21/q-Taxi-v3,4.83,7.54,2.71
+1781,Sofiane-Alla,Sofiane-Alla/Taxi-v3,4.83,7.54,2.71
+1782,vind,vind/q-Taxi-v3-35k,4.83,7.52,2.69
+1783,vind,vind/q-Taxi-v3,4.83,7.52,2.69
+1784,tzs,tzs/q-Taxi-v3,4.83,7.54,2.71
+1785,reachrkr,reachrkr/Taxi-v3,4.83,7.54,2.71
+1786,Jozaita,Jozaita/q-Taxi-v3,4.83,7.54,2.71
+1787,workRL,workRL/q-Taxi-v3,4.83,7.54,2.71
+1788,mc1017,mc1017/q-Taxi-v3,4.83,7.54,2.71
+1789,DimiNim,DimiNim/q-taxi-v3,4.83,7.54,2.71
+1790,emmanuel17,emmanuel17/Taxiv3,4.83,7.5,2.67
+1791,dxyy,dxyy/taxi3,4.83,7.54,2.71
+1792,Bastao,Bastao/taxi_rl,4.83,7.54,2.71
+1793,aratshimyanga,aratshimyanga/q-taxi-v3,4.83,7.54,2.71
+1794,ecemisildar,ecemisildar/taxi_rl,4.83,7.54,2.71
+1795,CoenSchouten,CoenSchouten/q-FrozenLake-v1-4x4-noSlippery,4.83,7.54,2.71
+1796,shashankgarewal,shashankgarewal/taxi_default_parameters,4.83,7.54,2.71
+1797,heybezayb,heybezayb/TaxiV3,4.83,7.54,2.71
+1798,jakka,jakka/q-Taxi-v3,4.83,7.54,2.71
+1799,UseTheForce,UseTheForce/Taxi-RL-Gym,4.83,7.5,2.67
+1800,knarasi1,knarasi1/q-v1-Taxiv3,4.83,7.54,2.71
+1801,rafrito,rafrito/Taxi0v3,4.83,7.54,2.71
 1802,kambehmw,kambehmw/q-Taxi-v3,4.83,7.54,2.71
-1803,marianafmedeiros,marianafmedeiros/qlearning-taxi-v3,4.83,7.54,2.71
-1804,phqlong,phqlong/q-Taxi-v3,4.83,7.54,2.71
-1805,CoenSchouten,CoenSchouten/q-FrozenLake-v1-4x4-noSlippery,4.83,7.54,2.71
-1806,radius27,radius27/q-Taxi-v3,4.83,7.52,2.69
-1807,aratshimyanga,aratshimyanga/q-taxi-v3,4.83,7.54,2.71
-1808,paarth-sachan,paarth-sachan/taxi_gymnasium,4.83,7.52,2.69
-1809,Nake,Nake/Taxi-v3,4.83,7.54,2.71
-1810,ArneJa,ArneJa/Taxi,4.83,7.54,2.71
-1811,mlewand,mlewand/Taxi3-Qlearning,4.83,7.54,2.71
-1812,rahulsnkr,rahulsnkr/taxiV3-deep-rl-course,4.83,7.54,2.71
-1813,workRL,workRL/q-Taxi-v3,4.83,7.54,2.71
-1814,wakakaka,wakakaka/Taxi-v3,4.83,7.54,2.71
-1815,robkayinto,robkayinto/dumbassRepoNameLocal,4.83,7.54,2.71
-1816,tianyun,tianyun/q-Taxi-v3-25x5x4,4.83,7.54,2.71
-1817,dxyy,dxyy/taxi3,4.83,7.54,2.71
-1818,egee,egee/Taxi-v3,4.83,7.54,2.71
-1819,sbeyza,sbeyza/taxi-v3-with-Q-learning,4.83,7.54,2.71
-1820,gsotnikov,gsotnikov/Taxi-v3-baseline,4.83,7.54,2.71
-1821,Jozaita,Jozaita/q-Taxi-v3,4.83,7.54,2.71
-1822,Behnam,Behnam/q-Taxi-v3,4.83,7.54,2.71
-1823,mc1017,mc1017/q-Taxi-v3,4.83,7.54,2.71
-1824,UseTheForce,UseTheForce/Taxi-RL-Gym,4.83,7.5,2.67
-1825,dcv21,dcv21/q-Taxi-v3,4.83,7.54,2.71
-1826,feratur,feratur/q-Taxi-v3,4.83,7.54,2.71
-1827,jonalkw,jonalkw/taxi-driver,4.83,7.48,2.65
-1828,MarkChen1214,MarkChen1214/q-Taxi-v3,4.83,7.54,2.71
-1829,mahmoud-mohey,mahmoud-mohey/Taxi-v3,4.83,7.54,2.71
-1830,ManishW,ManishW/q-Taxi-v3-v1,4.83,7.54,2.71
-1831,sanitas,sanitas/q-taxi-v3,4.83,7.54,2.71
-1832,Augcos,Augcos/Taxi-v3,4.83,7.54,2.71
-1833,newbie4000,newbie4000/Taxi-v3,4.83,7.54,2.71
-1834,UnaiGurbindo,UnaiGurbindo/Taxi-v3,4.83,7.54,2.71
-1835,jeinsong,jeinsong/taxi-v3,4.83,7.54,2.71
-1836,kparker,kparker/q-Taxi-v3,4.83,7.54,2.71
-1837,J4m35M4xw3ll,J4m35M4xw3ll/Taxi-v3,4.83,7.54,2.71
+1803,radius27,radius27/q-Taxi-v3,4.83,7.52,2.69
+1804,TinySuitStarfish,TinySuitStarfish/q-Taxi-v3,4.83,7.48,2.65
+1805,fetiska,fetiska/downtown-cab-co,4.83,7.52,2.69
+1806,Anastasiaps,Anastasiaps/Taxi-v3,4.83,7.54,2.71
+1807,Falguni,Falguni/q-Taxi-v3,4.83,7.54,2.71
+1808,nandakumar10,nandakumar10/q-Taxi-v3,4.83,7.52,2.69
+1809,ntinosmg,ntinosmg/taxi-v3,4.83,7.54,2.71
+1810,anujshah645,anujshah645/q-Taxi-v3,4.83,7.54,2.71
+1811,Ojas-CoderAI,Ojas-CoderAI/Taxi_practice,4.83,7.54,2.71
+1812,calwoo,calwoo/Taxi-v3-qlearn,4.83,7.54,2.71
+1813,jonalkw,jonalkw/taxi-driver,4.83,7.48,2.65
+1814,supertime1,supertime1/taxi2,4.83,7.52,2.69
+1815,Augcos,Augcos/Taxi-v3,4.83,7.54,2.71
+1816,Nake,Nake/Taxi-v3,4.83,7.54,2.71
+1817,GadH,GadH/Monit,4.83,7.54,2.71
+1818,jorgelzn,jorgelzn/qlearning-taxi,4.83,7.54,2.71
+1819,sanitas,sanitas/q-taxi-v3,4.83,7.54,2.71
+1820,kwecht,kwecht/q-Taxi-v3-unit2-default,4.83,7.54,2.71
+1821,ShunCena,ShunCena/AutoTaxi-v3,4.83,7.54,2.71
+1822,Dewa,Dewa/rl-q-taxt-v1,4.83,7.54,2.71
+1823,newbie4000,newbie4000/Taxi-v3,4.83,7.54,2.71
+1824,Brandulio,Brandulio/Taxi-v3,4.83,7.52,2.69
+1825,marktrovinger,marktrovinger/q-Taxi-v3,4.83,7.54,2.71
+1826,mlewand,mlewand/Taxi3-Qlearning,4.83,7.54,2.71
+1827,JessicaHsu,JessicaHsu/qTaxi-v3,4.83,7.54,2.71
+1828,alicjak,alicjak/q-Taxi-v3,4.83,7.54,2.71
+1829,Leo446673,Leo446673/q-Taxi-v3,4.83,7.54,2.71
+1830,banden,banden/Taxi-v1,4.83,7.48,2.65
+1831,sbeyza,sbeyza/taxi-v3-with-Q-learning,4.83,7.54,2.71
+1832,MerveOzer,MerveOzer/Taxi-v3,4.83,7.54,2.71
+1833,dariodipalma,dariodipalma/taxi-v3,4.83,7.54,2.71
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