Ranking,User,Model,Results,Mean Reward,Std Reward 1,"asuzuki","q-FrozenLake-v1-4x4-noSlippery",1.0,1.0,0.0 2,"linker81","q-learning-FrozenLake-v1-4x4-slippery-params-v3",0.6000000000000001,0.9,0.3 3,"kinkpunk","q-FrozenLake-v1-custom-map-Slippery-edition",0.5800000000000001,0.89,0.31 4,"linker81","q-learning-FrozenLake-v1-4x4-slippery",0.49,0.85,0.36 5,"DBusAI","q-FrozenLake-v1-4x4-slippery-v1",0.45999999999999996,0.83,0.37 6,"vovikdrg","q-FrozenLake-v1-4x4-noSlippery",0.43999999999999995,0.82,0.38 7,"DBusAI","q-FrozenLake-v1-4x4-slippery-v3",0.42000000000000004,0.81,0.39 8,"gballoccu","q-FrozenLake-v1-4x4-Slippery",0.42000000000000004,0.81,0.39 9,"vbertret","q-FrozenLake-v1-4x4-slippery",0.42000000000000004,0.81,0.39 10,"rmn0ff","q-FrozenLake-v1-4x4-slippery",0.4,0.8,0.4 11,"Jasmaur","FrozenLake-v1",0.4,0.8,0.4 12,"dbaibak","q-FrozenLake-v1-4x4",0.4,0.8,0.4 13,"JJRohan","q-FrozenLake-v1-4x4-noSlippery",0.4,0.8,0.4 14,"atsanda","q-FrozenLake-v1-8x8-slippery",0.38000000000000006,0.79,0.41 15,"Gumibit","q-FrozenLake-v1-4x4-Slippery_ex03",0.38000000000000006,0.79,0.41 16,"IvanTi","q-FrozenLake-v1-4x4-Slippery_param2",0.38000000000000006,0.79,0.41 17,"IvanTi","q-FrozenLake-v1-4x4-Slippery_param3",0.38000000000000006,0.79,0.41 18,"igpaub","q-FrozenLake-v1-4x4",0.37000000000000005,0.78,0.41 19,"tjscollins","q-FrozenLake-v1-4x4-noSlippery",0.37000000000000005,0.78,0.41 20,"GKPro","q-FrozenLake-v1-4x4-slippery",0.37000000000000005,0.78,0.41 21,"haanjack","q-FrozenLake-v1-4x4-Slippery",0.35000000000000003,0.77,0.42 22,"jcastanyo","q-FrozenLake-v1-4x4-Slippery-v3",0.35000000000000003,0.77,0.42 23,"rebolforces","q-FrozenLake-v1-4x4-Slippery",0.35000000000000003,0.77,0.42 24,"ongkn","q-FrozenLake-v1-4x4-Slippery",0.35000000000000003,0.77,0.42 25,"nidek","q-FrozenLake-v1-4x4-Slippery",0.35000000000000003,0.77,0.42 26,"MerlinTK","q-FrozenLake-v1-4x4-Slippery",0.35000000000000003,0.77,0.42 27,"razvan-matisan","q-FrozenLake-v1-4x4",0.33,0.76,0.43 28,"joelearn22","q-FrozenLake-v1-4x4-noSlippery",0.33,0.76,0.43 29,"slarionne","q-FrozenLake-dumb",0.33,0.76,0.43 30,"pinaggle","q-FrozenLake-v1-4x4-Slippery",0.33,0.76,0.43 31,"agcagc","q-FrozenLake-v1-4x4",0.33,0.76,0.43 32,"vbertret","q-FrozenLake-v1-4x4-slippery-v2",0.33,0.76,0.43 33,"jcastanyo","q-FrozenLake-v1-4x4-Slippery-v2",0.32,0.75,0.43 34,"hiranhsw","q-FrozenLake-v1-4x4",0.32,0.75,0.43 35,"i8pxgd2s","q-FrozenLake-v1-4x4-Slippery",0.32,0.75,0.43 36,"alicjak","q-FrozenLake-v1-4x4-noSlippery",0.32,0.75,0.43 37,"urechandro","q-FrozenLake-v1-4x4-noSlippery",0.3,0.74,0.44 38,"Sera47","q-FrozenLake-v1-4x4-noSlippery",0.3,0.74,0.44 39,"BigTimeCoderSean","q-FrozenLake-v1-4x4-noSlippery",0.3,0.74,0.44 40,"bguisard","q-FrozenLake-v1-4x4",0.3,0.74,0.44 41,"KoRiF","q-FrozenLake-v1-4x4-Slippery",0.3,0.74,0.44 42,"marimurta","q-FrozenLake-v1-4x4-Slippery",0.3,0.74,0.44 43,"0xid","q-FrozenLake-v1-4x4-Slippery",0.3,0.74,0.44 44,"eldraco","q-FrozenLake-v1-4x4-Slippery",0.29,0.73,0.44 45,"eugene-d","q-FrozenLake-v1-4x4",0.29,0.73,0.44 46,"SeNSiTivE","RL-Course-Unit_2-q-FrozenLake-v1-4x4-Slippery",0.29,0.73,0.44 47,"matt-guay","q-FrozenLake-v1-4x4-Slippery",0.29,0.73,0.44 48,"Gumibit","q-FrozenLake-v1-4x4-Slippery_ex02",0.29,0.73,0.44 49,"rebolforces","q-FrozenLake-v1-4x4",0.29,0.73,0.44 50,"kraken2404","q-FrozenLake-v1-4x4-Slippery_v1",0.29,0.73,0.44 51,"kraken2404","q-FrozenLake-v1-4x4-Slippery_v3",0.29,0.73,0.44 52,"golightly","q-FrozenLake-v1-4x4-Slippery",0.29,0.73,0.44 53,"dmenini","q-FrozenLake-v1-4x4-Slippery",0.29,0.73,0.44 54,"nikitakapitan","FrozenLake-v2-4x4-Slippery",0.27999999999999997,0.73,0.45 55,"asubiabre","FrozenLake-v1-4x4_slippery",0.27999999999999997,0.73,0.45 56,"OliP","q-FrozenLake-v1-4x4-Slippery_True",0.27999999999999997,0.73,0.45 57,"Corianas","q-FrozenLake-v1-4x4-Slippery",0.26999999999999996,0.72,0.45 58,"dmarcos","q-FrozenLake-v1-4x4-Slippery",0.26999999999999996,0.72,0.45 59,"TinySuitStarfish","q-FrozenLake-v1-4x4-Slippery",0.26999999999999996,0.72,0.45 60,"stevbach","q-FrozenLake-v1-4x4-Slippery",0.26999999999999996,0.72,0.45 61,"robinsk8a","q-FrozenLake-v1-4x4",0.26999999999999996,0.72,0.45 62,"marik0","q-FrozenLake-v1-4x4-Slippery",0.26999999999999996,0.72,0.45 63,"linker81","q-learning-FrozenLake-v1-4x4-slipperyparams_v2",0.26999999999999996,0.72,0.45 64,"ibadrehman","q-FrozenLake-v1-4x4-Slippery-v1",0.26999999999999996,0.72,0.45 65,"Gumibit","q-FrozenLake-v1-4x4-Slippery_ex2",0.26999999999999996,0.72,0.45 66,"LookParOf","q-FrozenLake-v1-4x4-Slippery",0.25999999999999995,0.71,0.45 67,"hasarinduperera","q-FrozenLake-v1-4x4-noSlippery",0.25999999999999995,0.71,0.45 68,"AigizK","q-FrozenLake-v1-4x4-Slippery",0.25999999999999995,0.71,0.45 69,"culteejen","q-FrozenLake-v1-4x4-slippery",0.25999999999999995,0.71,0.45 70,"zipbomb","q-FrozenLake-v1-4x4-slippery",0.25999999999999995,0.71,0.45 71,"jrreda","q-FrozenLake-v1-4x4-noSlippery",0.23999999999999994,0.7,0.46 72,"ammr","q-FrozenLake-v1-4x4",0.23999999999999994,0.7,0.46 73,"jcastanyo","q-FrozenLake-v1-4x4-Slippery",0.23999999999999994,0.7,0.46 74,"angelinux","q-FrozenLake-v1-4x4-Slippery-v1",0.23999999999999994,0.7,0.46 75,"Chris1","q-FrozenLake-v1-4x4-Slippery",0.22999999999999993,0.69,0.46 76,"aalsinat","q-FrozenLake-v1-4x4-Slippery",0.21000000000000008,0.68,0.47 77,"markafitzgerald1","q-FrozenLake-v1-4x4-slippery",0.21000000000000008,0.68,0.47 78,"stevaras2","q-FrozenLake-v1-4x4-noSlippery",0.20000000000000007,0.67,0.47 79,"jenya-g","q-FrozenLake-v1-4x4-Slippery",0.20000000000000007,0.67,0.47 80,"duongkstn","q-FrozenLake-v1-4x4",0.20000000000000007,0.67,0.47 81,"Nasree","q-FrozenLake-v1-4x4-noSlippery",0.20000000000000007,0.67,0.47 82,"kasseev","q-FrozenLake-v1-4x4-noSlippery",0.19000000000000006,0.66,0.47 83,"akghxhs55","q-FrozenLake-v1-4x4-slippery",0.17000000000000004,0.65,0.48 84,"Liapunov","q-FrozenLake-v1-4x4-Slippery",0.17000000000000004,0.65,0.48 85,"marii","q-FrozenLake-v1-4x4-noSlippery",0.15000000000000002,0.63,0.48 86,"AgentXXX","FrozenLake-v1-4x4",0.15000000000000002,0.63,0.48 87,"Ryosei0304","q-FrozenLake-v1-4x4-Slippery",0.13,0.62,0.49 88,"PawitK","q-FrozenLake-v1-4x4-noSlippery",0.13,0.62,0.49 89,"butchland","q-FrozenLake-v1-4x4-slippery-work1",0.13,0.62,0.49 90,"ntinosmg","q-FrozenLake-v1-4x4-noSlippery",0.12,0.61,0.49 91,"Allrandom","q-FrozenLake-v1-4x4",0.12,0.61,0.49 92,"Gweizheng","q-FrozenLake-v1-4x4-noSlippery",0.12,0.61,0.49 93,"Iggg0r","q-FrozenLake-v1-4x4-Slippery",0.12,0.61,0.49 94,"BrandonJaip","q-FrozenLake-v1-4x4-Slippery",0.12,0.61,0.49 95,"Bluelemon883","q-FrozenLake-v1-4x4-Slippery",0.12,0.61,0.49 96,"jairNeto","q-FrozenLake-v1-4x4-noSlippery",0.12,0.61,0.49 97,"koala645","q-FrozenLake-v1-4x4-Slippery",0.10999999999999999,0.6,0.49 98,"Musha-the-Yusha","q-FrozenLake-v1-4x4-Slippery",0.10999999999999999,0.6,0.49 99,"abbiekeats","q-FrozenLake-v1-4x4-noSlippery",0.09999999999999998,0.59,0.49 100,"thatgeeman","q-FrozenLake-v1-4x4-Slippery",0.09999999999999998,0.59,0.49 101,"Erix4","q-FrozenLake-v1-4x4-noSlippery",0.09999999999999998,0.59,0.49 102,"RustBucket","q-FrozenLake-v1-4x4-Slippery",0.08999999999999997,0.58,0.49 103,"andyleow","q-FrozenLake-v1-4x4",0.08999999999999997,0.58,0.49 104,"dodge99","q-FrozenLake-v1-4x4-Slippery",0.08999999999999997,0.58,0.49 105,"Frorozcol","q-FrozenLake-v1-4x4-noSlippery",0.06999999999999995,0.57,0.5 106,"culteejen","q-FrozenLake-optimal",0.06999999999999995,0.57,0.5 107,"letfd","q-FrozenLake-v1-4x4-Slippery",0.06000000000000005,0.56,0.5 108,"eduyio","q-FrozenLake-v1-4X4-Slippery",0.06000000000000005,0.56,0.5 109,"Addwater","q-FrozenLake-v1-4x4-Slippery",0.06000000000000005,0.56,0.5 110,"SoaSky","q-FrozenLake-v1-4x4-noSlippery",0.040000000000000036,0.54,0.5 111,"ElementBrawlerAI","q-FrozenLake-v1-4x4-Slippery",0.030000000000000027,0.53,0.5 112,"hemant947","q-FrozenLake-v1-4x4-noSlippery",0.020000000000000018,0.52,0.5 113,"SnoopKilla","q-FrozenLake-v1-4x4-noSlippery",0.010000000000000009,0.51,0.5 114,"xnpeng","q-FrozenLake-v1-4x4-Slippery",0.010000000000000009,0.51,0.5 115,"jianyang","q-FrozenLake-v1-4x4-Slippery",0.0,0.0,0.0 116,"markeidsaune","q-FrozenLake-v1-4x4-slippery",0.0,0.0,0.0 117,"esh","q-FrozenLake-v1-8x8-slippery",0.0,0.0,0.0 118,"7mosany","q-FrozenLake-v1-4x4-Slippery",0.0,0.0,0.0 119,"DBusAI","q-FrozenLake-v1-4x4-slippery",0.0,0.0,0.0 120,"AdiKompella","q-FrozenLake-v1-4x4-Slippery",-0.030000000000000027,0.47,0.5 121,"mustfkeskin","q-FrozenLake-v1-4x4-noSlippery",-0.03999999999999998,0.46,0.5 122,"yenniejun","q-FrozenLake-v1-4x4-noSlippery",-0.03999999999999998,0.46,0.5 123,"Dewa","q-FrozenLake-v1-4x4-noSlippery",-0.03999999999999998,0.46,0.5 124,"aalsinat","q-FrozenLake-v1-4x4-noSlippery",-0.04999999999999999,0.45,0.5 125,"lunnan","q-FrozenLake-v1-4x4-withSlippery",-0.04999999999999999,0.45,0.5 126,"RamonAnkersmit","q-FrozenLake-v1-4x4-Slippery",-0.06,0.44,0.5 127,"RandolphScott","q-FrozenLake-v1-4x4-noSlippery",-0.07,0.42,0.49 128,"justinsiow","q-FrozenLake-v1-4x4-Slippery",-0.07,0.43,0.5 129,"kjmann","q-FrozenLake-v1-4x4-Slippery",-0.09000000000000001,0.01,0.1 130,"apatole","q-FrozenLake-v1-4x4-noSlippery",-0.09999999999999998,0.39,0.49 131,"mdround","q-FrozenLake-v1-4x4-Slippery",-0.12999999999999995,0.34,0.47 132,"angelinux","q-FrozenLake-v1-4x4-Slippery",-0.14999999999999997,0.32,0.47 133,"bothrajat","q-FrozenLake-v1-4x4-Slippery",-0.15,0.04,0.19 134,"malanevans","q-FrozenLake-v1-4x4-noSlippery",-0.16000000000000003,0.29,0.45 135,"mitro99","q-FrozenLake-v1-4x4-Slippery",-0.16999999999999998,0.27,0.44 136,"AmirMesbah","q-FrozenLake-v1-4x4-Slippery",-0.16999999999999998,0.27,0.44 137,"IvanTi","q-FrozenLake-v1-4x4-Slippery_param1",-0.16999999999999998,0.27,0.44 138,"KaSchr","q-FrozenLake-v1-4x4-Slippery",-0.16999999999999998,0.27,0.44 139,"nbvanting","unit2-q-FrozenLake-v1-4x4-slippery",-0.18,0.06,0.24 140,"rmccrear","q-FrozenLake-v1-4x4-slippery",-0.18,0.06,0.24 141,"DanielPaull","q-FrozenLake-v1-4x4-noSlippery",-0.18999999999999997,0.23,0.42 142,"jianyang","q-FrozenLake-v1-4x4-noSlippery",-0.18999999999999997,0.23,0.42 143,"pramodvadiraj","q_FrozenLake_v1_4x4_noSlippery",-0.19,0.08,0.27 144,"Michael02","q-FrozenLake-v1-4x4-noSlippery",-0.19,0.24,0.43 145,"fabiochiu","q-FrozenLake-v1-4x4-slippery",-0.19999999999999998,0.1,0.3 146,"lagarbure","q-FrozenLake-v1-4x4-Slippery",-0.19999999999999998,0.09,0.29 147,"Segamboam","q-FrozenLake-v1-4x4",-0.19999999999999998,0.17,0.37 148,"MohammedDhiyaEddine","q-FrozenLake-v1-4x4-noSlippery",-0.2,0.12,0.32 149,"lnros","q-FrozenLake-v1-4x4-Slippery",-0.2,0.19,0.39 150,"sonny-dev","q-FrozenLake-v1-4x4-noSlippery",-0.2,0.11,0.31 151,"AndreMitri","q-FrozenLake-v1-4x4-noSlippery",-0.20999999999999996,0.14,0.35 152,"rmccrear","q-FrozenLake-v1-4x4-slippery-2H",-0.21,0.15,0.36 153,"rishipatel92","q-FrozenLake-v1-4x4-noSlippery",-0.21,0.16,0.37 154,"NazgulAshura","q-FrozenLake-v1-4x4-noSlippery",-0.21,0.17,0.38