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