diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv" --- "a/Taxi-v3.csv" +++ "b/Taxi-v3.csv" @@ -2505,1255 +2505,1256 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 2504,abrahamtek,abrahamtek/Taxi-v3-Agent2,4.8100000000000005,7.54,2.73 2505,a-d,a-d/D-RL-U-2-q-Taxi-v3,4.8100000000000005,7.54,2.73 2506,Zangnan,Zangnan/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2507,Y-T-G,Y-T-G/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2508,Wonski,Wonski/Taksi3,4.8100000000000005,7.54,2.73 -2509,Winnie123,Winnie123/Taxi-v3,4.8100000000000005,7.54,2.73 -2510,Winmodel,Winmodel/Taxi-v3,4.8100000000000005,7.54,2.73 -2511,Varaprabha,Varaprabha/Qtable_taxi,4.8100000000000005,7.54,2.73 -2512,TheLegendMars,TheLegendMars/ReinforcementLearning,4.8100000000000005,7.54,2.73 -2513,Teunis89,Teunis89/Taxitest,4.8100000000000005,7.54,2.73 -2514,TacticalDs,TacticalDs/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2515,TRiddle,TRiddle/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2516,Stokrotka,Stokrotka/Taxi-v3,4.8100000000000005,7.54,2.73 -2517,Stanislav9801,Stanislav9801/Taxi-v3,4.8100000000000005,7.54,2.73 -2518,Skie0007,Skie0007/q_taxi,4.8100000000000005,7.54,2.73 -2519,SecondTheFirst,SecondTheFirst/Taxi-v3-Q-Learning,4.8100000000000005,7.54,2.73 -2520,SatishBethi,SatishBethi/Q-Taxi-v3,4.8100000000000005,7.54,2.73 -2521,Sachavsn,Sachavsn/Taxi-v3,4.8100000000000005,7.54,2.73 -2522,S1X3L4,S1X3L4/Taxi-v3,4.8100000000000005,7.54,2.73 -2523,RajkNakka,RajkNakka/Taxi-v3,4.8100000000000005,7.54,2.73 -2524,Punit71,Punit71/Taxi-v3,4.8100000000000005,7.54,2.73 -2525,PranavHonrao,PranavHonrao/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2526,PlankyxD,PlankyxD/Taxi-v3,4.8100000000000005,7.46,2.65 -2527,Pfannerstill,Pfannerstill/Taxi-v3,4.8100000000000005,7.54,2.73 -2528,PeterDerLustige,PeterDerLustige/QTableTaxi,4.8100000000000005,7.54,2.73 -2529,PeerNorback,PeerNorback/Taxi,4.8100000000000005,7.54,2.73 -2530,PakanunNoa,PakanunNoa/q-Taxi-v3,4.8100000000000005,7.46,2.65 -2531,Naveen2910,Naveen2910/Taxi-V3,4.8100000000000005,7.54,2.73 -2532,NatashaN,NatashaN/q-Taxi-v1,4.8100000000000005,7.54,2.73 -2533,Metacarpal,Metacarpal/q-CrazyTaxi,4.8100000000000005,7.54,2.73 -2534,MartinMarenz,MartinMarenz/q-Taxiv3-02,4.8100000000000005,7.54,2.73 -2535,Mario16180,Mario16180/ElPanaMario_q-Taxi-v3,4.8100000000000005,7.54,2.73 -2536,Marc-Elie,Marc-Elie/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2537,MainaMan,MainaMan/Taxi-v3,4.8100000000000005,7.54,2.73 -2538,MEgooneh,MEgooneh/Taxi-v3,4.8100000000000005,7.54,2.73 -2539,Lukansu,Lukansu/q-Taxi-V3,4.8100000000000005,7.54,2.73 -2540,LuisChDev,LuisChDev/Taxi-v3,4.8100000000000005,7.54,2.73 -2541,Liogl,Liogl/taxi-v1,4.8100000000000005,7.54,2.73 -2542,LDickey,LDickey/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2543,Jojo78,Jojo78/Taxi-v3,4.8100000000000005,7.54,2.73 -2544,Jedalc,Jedalc/Taxi-v3,4.8100000000000005,7.54,2.73 -2545,Imxxn,Imxxn/RLCourseU2-Taxi-v3,4.8100000000000005,7.54,2.73 -2546,HoldMyData,HoldMyData/Taxi-v3-unit2,4.8100000000000005,7.54,2.73 -2547,HaythamB,HaythamB/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2548,Harrier,Harrier/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2549,HCNMonsch,HCNMonsch/Taxi-v3,4.8100000000000005,7.54,2.73 -2550,Glitschiu,Glitschiu/Taxi-v3,4.8100000000000005,7.54,2.73 -2551,FernandoD95,FernandoD95/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2552,Faliu,Faliu/Taxi-v3,4.8100000000000005,7.54,2.73 -2553,EthanQ,EthanQ/Taxi,4.8100000000000005,7.54,2.73 -2554,EricZhang7851,EricZhang7851/Taxi_Qlearning,4.8100000000000005,7.54,2.73 -2555,Elikue,Elikue/q-Taxi-v3-rgb_array,4.8100000000000005,7.54,2.73 -2556,Eldund,Eldund/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2557,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-explore_slow,4.8100000000000005,7.54,2.73 -2558,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-explore_more_slow,4.8100000000000005,7.54,2.73 -2559,DrSylvainPronovost,DrSylvainPronovost/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2560,DanGalt,DanGalt/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2561,CarlosCreaitart,CarlosCreaitart/Taxi-v3,4.8100000000000005,7.54,2.73 -2562,BrBlitz,BrBlitz/Taxi-v3,4.8100000000000005,7.54,2.73 -2563,Antiraedus,Antiraedus/Taxiv3-base,4.8100000000000005,7.54,2.73 -2564,Anasmob,Anasmob/Taxi-v3-Qtable,4.8100000000000005,7.54,2.73 -2565,AmineEA,AmineEA/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2566,Amiko,Amiko/Taxi-v3,4.8100000000000005,7.54,2.73 -2567,Alian3785,Alian3785/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2568,AliCampbellKhaya,AliCampbellKhaya/ppo-Taxi-v3,4.8100000000000005,7.54,2.73 -2569,Alex-dc,Alex-dc/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2570,AigizK,AigizK/taxi-v3,4.8100000000000005,7.54,2.73 -2571,AguTM,AguTM/unit2DRL,4.8100000000000005,7.54,2.73 -2572,AguTM,AguTM/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2573,AdirK,AdirK/Taxi,4.8100000000000005,7.54,2.73 -2574,Addwater,Addwater/taxi-v3,4.8100000000000005,7.54,2.73 -2575,Addwater,Addwater/rl-course,4.8100000000000005,7.54,2.73 -2576,Aadharsh,Aadharsh/Taxi-v3,4.8100000000000005,7.54,2.73 -2577,woodole,woodole/Taxi-v3,4.81,7.52,2.71 -2578,wanliyu1987,wanliyu1987/Taxi_V3,4.81,7.52,2.71 -2579,vvn0,vvn0/Taxi-v3,4.81,7.52,2.71 -2580,vitorhgomes,vitorhgomes/q-Taxi-v3,4.81,7.52,2.71 -2581,vijmeister,vijmeister/taxi,4.81,7.52,2.71 -2582,syoius,syoius/hfdrl_unit2,4.81,7.52,2.71 -2583,slarionne,slarionne/q-Taxi-DUMB,4.81,7.52,2.71 -2584,sipheiroce,sipheiroce/taxi-demo,4.81,7.52,2.71 -2585,samyukthacodes,samyukthacodes/Taxi-v3,4.81,7.52,2.71 -2586,rodri2023,rodri2023/q-Taxi-V3,4.81,7.52,2.71 -2587,robkayinto,robkayinto/whyIsThisNotFilledIn,4.81,7.52,2.71 -2588,roapple10,roapple10/Taxi-v3,4.81,7.52,2.71 -2589,redflanker93,redflanker93/Taxi-v3,4.81,7.52,2.71 -2590,pushkin05,pushkin05/Taxi-v3,4.81,7.52,2.71 -2591,mkuntz,mkuntz/Taxi-v3,4.81,7.52,2.71 -2592,manmyung,manmyung/q-Taxi-v3,4.81,7.52,2.71 -2593,macdog101,macdog101/q-Taxi-v3,4.81,7.52,2.71 -2594,kikijiki,kikijiki/q-Taxi-v3,4.81,7.52,2.71 -2595,joncam14,joncam14/Taxi-v3,4.81,7.52,2.71 -2596,iloya,iloya/Taxi-v3,4.81,7.52,2.71 -2597,hug-face-lampros,hug-face-lampros/taxi-v3-rl,4.81,7.52,2.71 -2598,helamri,helamri/taxiagent,4.81,7.52,2.71 -2599,hainaw,hainaw/Taxi-v3,4.81,7.52,2.71 -2600,gonxatroll,gonxatroll/q-taxi-v3,4.81,7.52,2.71 -2601,gazuzur,gazuzur/q-Taxi-v3,4.81,7.52,2.71 -2602,freeagh,freeagh/q-Taxi-v3,4.81,7.52,2.71 -2603,email81227,email81227/q-Taxi-v3,4.81,7.52,2.71 -2604,dhinman,dhinman/q-Taxi-v3-1,4.81,7.52,2.71 -2605,dardila,dardila/q-Taxi-v3,4.81,7.52,2.71 -2606,cosmic-cactus,cosmic-cactus/q-Taxi-v3,4.81,7.52,2.71 -2607,badassbandit,badassbandit/taxi,4.81,7.52,2.71 -2608,aj-ai,aj-ai/q-Taxi-v3,4.81,7.52,2.71 -2609,Vputz,Vputz/q-Taxi-v3,4.81,7.52,2.71 -2610,Vputz,Vputz/Taxi-v3,4.81,7.52,2.71 -2611,Vaibhavoutat,Vaibhavoutat/q-Taxi-v3,4.81,7.52,2.71 -2612,ThomasDH,ThomasDH/Taxi-v3,4.81,7.52,2.71 -2613,Nostradamused,Nostradamused/Taxi-v3,4.81,7.52,2.71 -2614,NiscR,NiscR/TaxiV3,4.81,7.52,2.71 -2615,Mykolyt,Mykolyt/q-Taxi-v3,4.81,7.52,2.71 -2616,MohaK,MohaK/Taxi-v3,4.81,7.52,2.71 -2617,Iamvincent,Iamvincent/Taxi-v3,4.81,7.52,2.71 -2618,Hongsong,Hongsong/CHS_Taxi-v3,4.81,7.52,2.71 -2619,Harri,Harri/Taxi-v3,4.81,7.52,2.71 -2620,GauravDesai85,GauravDesai85/taxi-v3,4.81,7.52,2.71 -2621,ElderTom,ElderTom/q-Taxi-v3,4.81,7.52,2.71 -2622,DaColdest,DaColdest/q-Taxi-v3,4.81,7.52,2.71 -2623,DIOS9,DIOS9/taxi,4.81,7.52,2.71 -2624,Andyrasika,Andyrasika/q-Taxi-v3,4.81,7.52,2.71 -2625,Aharneish,Aharneish/Taxi-v3,4.81,7.52,2.71 -2626,Abhi03,Abhi03/Taxi-v3,4.81,7.52,2.71 -2627,dor88,dor88/Taxi-v3,4.800000000000001,7.48,2.68 -2628,Rihong,Rihong/q-Taxi-v3,4.800000000000001,7.48,2.68 -2629,BlackFaceCat,BlackFaceCat/taxi-3,4.800000000000001,7.4,2.6 -2630,yovchev,yovchev/taxi,4.8,7.54,2.74 -2631,yahia-ferchichi,yahia-ferchichi/Taxi-v3,4.8,7.54,2.74 -2632,xiazeng,xiazeng/Taxi-v3,4.8,7.5,2.7 -2633,wave1art,wave1art/q-taxi-v3,4.8,7.54,2.74 -2634,vjkrish,vjkrish/taxi-v3,4.8,7.54,2.74 -2635,vivpavlov,vivpavlov/q-Taxi-v3,4.8,7.54,2.74 -2636,vinayaksodar,vinayaksodar/taxi-v3,4.8,7.54,2.74 -2637,tylerkiser,tylerkiser/Taxi,4.8,7.54,2.74 -2638,staycoolish,staycoolish/q-Taxi-v3,4.8,7.54,2.74 -2639,sofre,sofre/Taxi-v3,4.8,7.54,2.74 -2640,smko77,smko77/q-Taxi-v3,4.8,7.5,2.7 -2641,smanduru,smanduru/taxi-v1,4.8,7.54,2.74 -2642,sliu,sliu/taxi-2022,4.8,7.54,2.74 -2643,sivan22,sivan22/taxi1,4.8,7.54,2.74 -2644,sid,sid/q-Taxi-V3,4.8,7.5,2.7 -2645,sh-holmes,sh-holmes/q-taxi-v3,4.8,7.5,2.7 -2646,sarthakc44,sarthakc44/q-Taxi-v3-500x6-default,4.8,7.54,2.74 -2647,salim4n,salim4n/Taxi-v3,4.8,7.54,2.74 -2648,saleh-faghfoorian,saleh-faghfoorian/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,4.8,7.54,2.74 -2649,rmpmalheiro,rmpmalheiro/taxi-v3,4.8,7.5,2.7 -2650,rematchka,rematchka/q-Taxi-v3,4.8,7.54,2.74 -2651,pierrott,pierrott/taxi,4.8,7.54,2.74 -2652,omriKramer,omriKramer/Taxi-v3,4.8,7.54,2.74 -2653,odiaz1066,odiaz1066/q-taxi-v3,4.8,7.5,2.7 -2654,nomsgadded,nomsgadded/taxi-v3,4.8,7.5,2.7 -2655,njrosati,njrosati/q-Taxi-v3,4.8,7.5,2.7 -2656,niftymark,niftymark/q-Taxi-v3,4.8,7.5,2.7 -2657,moonlightlane,moonlightlane/RL-course-taxi-v3,4.8,7.54,2.74 -2658,mmhamdy,mmhamdy/q-Taxi-v3,4.8,7.54,2.74 -2659,mkoven,mkoven/q-Taxi-v3,4.8,7.54,2.74 -2660,mkahari,mkahari/RL_testing,4.8,7.5,2.7 -2661,marsh5,marsh5/taxi,4.8,7.54,2.74 -2662,maldred,maldred/taxi,4.8,7.54,2.74 -2663,loveisp,loveisp/taxi-v3,4.8,7.54,2.74 -2664,ksk,ksk/q-taxi-v3,4.8,7.5,2.7 -2665,kc621,kc621/Taxi-v3,4.8,7.54,2.74 -2666,jsl28,jsl28/q-Taxi-v3,4.8,7.54,2.74 -2667,jjhonny,jjhonny/qtable-taxi-v3,4.8,7.54,2.74 -2668,jh1517,jh1517/taxi_q_learning,4.8,7.54,2.74 -2669,jdospina,jdospina/Taxi-v3,4.8,7.54,2.74 -2670,jcrOrganisation,jcrOrganisation/q-Taxi-v3,4.8,7.54,2.74 -2671,huijian222,huijian222/q-Taxi-v3,4.8,7.54,2.74 -2672,hub-bla,hub-bla/Taxi-v3,4.8,7.54,2.74 -2673,heidragon3045,heidragon3045/q-Taxi-v3,4.8,7.54,2.74 -2674,hawkeoni,hawkeoni/Taxi-v3,4.8,7.54,2.74 -2675,hasarinduperera,hasarinduperera/Taxi-v3,4.8,7.54,2.74 -2676,hanzhuo,hanzhuo/q-taxi-v3,4.8,7.54,2.74 -2677,haizad,haizad/q-learning-Taxi-v3,4.8,7.54,2.74 -2678,goodbai0537,goodbai0537/q-Taxi-v3,4.8,7.54,2.74 -2679,ericalt,ericalt/q-Taxi-v3,4.8,7.54,2.74 -2680,erfan1380,erfan1380/Taxi-v4,4.8,7.54,2.74 -2681,ejgil03,ejgil03/Taxi-v3,4.8,7.54,2.74 -2682,edures,edures/q-Taxi-v3-v1,4.8,7.54,2.74 -2683,duytintruong,duytintruong/Taxi-v3,4.8,7.54,2.74 -2684,dmnkbckr,dmnkbckr/q-Taxi-v3,4.8,7.54,2.74 -2685,divinitas-jyi,divinitas-jyi/q-Taxi-v3,4.8,7.54,2.74 -2686,dev-cuai,dev-cuai/q-Taxi-v3,4.8,7.54,2.74 -2687,denisivashkov,denisivashkov/q-Taxi-v3,4.8,7.5,2.7 -2688,dc-at-hf,dc-at-hf/q-taxi-v3,4.8,7.54,2.74 -2689,dar-tau,dar-tau/q-Taxi-v3,4.8,7.54,2.74 -2690,danorel,danorel/q-Taxi-v3,4.8,7.54,2.74 -2691,csense76,csense76/q-Taxi-v3,4.8,7.54,2.74 -2692,codeSpaghetti,codeSpaghetti/Taxi-v3-rlCourse,4.8,7.54,2.74 -2693,cjohlmacher,cjohlmacher/unit2-taxi-2,4.8,7.54,2.74 -2694,chencjiajy,chencjiajy/taxi_q_learning,4.8,7.54,2.74 -2695,bothrajat,bothrajat/q-Taxi-v3,4.8,7.54,2.74 -2696,blossominkyung,blossominkyung/q-taxi-v3,4.8,7.54,2.74 -2697,bguan,bguan/q-Taxi-v3,4.8,7.54,2.74 -2698,artbreguez,artbreguez/q-Taxi-v3,4.8,7.54,2.74 -2699,apwadkar,apwadkar/q-Taxi-v3,4.8,7.54,2.74 -2700,anna-t,anna-t/q-Taxi-v3-500x6,4.8,7.54,2.74 -2701,andreidore,andreidore/q-Taxi-v3,4.8,7.54,2.74 -2702,alvarodepablo96,alvarodepablo96/q-Taxi-v3-1,4.8,7.54,2.74 -2703,alperenunlu,alperenunlu/q-Taxi-v3,4.8,7.5,2.7 -2704,alexbalandi,alexbalandi/taxi-v3,4.8,7.54,2.74 -2705,albertcalin,albertcalin/q-learnig-Taxi-v3,4.8,7.54,2.74 -2706,akdeniz27,akdeniz27/taxi-v3,4.8,7.54,2.74 -2707,aidenlee,aidenlee/taxi-v3,4.8,7.54,2.74 -2708,abragin,abragin/Taxi-v3-baseline,4.8,7.5,2.7 -2709,ZivK,ZivK/q-Taxi-v3,4.8,7.54,2.74 -2710,ZachSharma,ZachSharma/q-Taxi-v3,4.8,7.54,2.74 -2711,YouCarryOats,YouCarryOats/Qtable_Taxi-v3,4.8,7.54,2.74 -2712,YmYYm,YmYYm/q-taxi-v3,4.8,7.54,2.74 -2713,Solitary12138,Solitary12138/Taxi-V3,4.8,7.54,2.74 -2714,Smone55,Smone55/Taxi_v3,4.8,7.54,2.74 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-2941,ElementBrawlerAI,ElementBrawlerAI/q-Taxi-v3,4.78,7.48,2.7 -2942,zyy519,zyy519/q-taxi-v3,4.779999999999999,7.52,2.74 -2943,zxia-at-smth,zxia-at-smth/q-Taxi-v3,4.779999999999999,7.52,2.74 -2944,yarafa,yarafa/Taxi-v3,4.779999999999999,7.52,2.74 -2945,yangwj2011,yangwj2011/Taxi_v3_qlearning,4.779999999999999,7.5,2.72 -2946,wanxiangche,wanxiangche/Taxi-v3,4.779999999999999,7.5,2.72 -2947,tomoohive,tomoohive/q-taxi-v3,4.779999999999999,7.52,2.74 -2948,tijstijs,tijstijs/q-Taxi-v3,4.779999999999999,7.52,2.74 -2949,thomasmeunierr,thomasmeunierr/q-Taxi-v3,4.779999999999999,7.5,2.72 -2950,surprisal-optimizer,surprisal-optimizer/q-Taxi-v3,4.779999999999999,7.5,2.72 -2951,srimathis,srimathis/Taxi-Example,4.779999999999999,7.5,2.72 -2952,shuojiang,shuojiang/q-Taxi-v3,4.779999999999999,7.5,2.72 -2953,shenyichong,shenyichong/Taxi-v3,4.779999999999999,7.5,2.72 -2954,shakabash,shakabash/q-Taxi-v3,4.779999999999999,7.5,2.72 -2955,sankar82,sankar82/q-Taxi-v3,4.779999999999999,7.5,2.72 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-2987,lbkzman,lbkzman/q-Taxi-v3,4.779999999999999,7.5,2.72 -2988,labicquette,labicquette/taxi-v3,4.779999999999999,7.5,2.72 -2989,johnhudzinatr,johnhudzinatr/q-Taxi-v3,4.779999999999999,7.52,2.74 -2990,jobeid1,jobeid1/jobeid1,4.779999999999999,7.52,2.74 -2991,jjmcarrascosa,jjmcarrascosa/qlearning-taxi-v3,4.779999999999999,7.5,2.72 -2992,jeffshang,jeffshang/tax3,4.779999999999999,7.5,2.72 -2993,jayeshgar,jayeshgar/q-Taxi-v3,4.779999999999999,7.52,2.74 -2994,javiervela,javiervela/q-Taxi-v3,4.779999999999999,7.52,2.74 -2995,isotnek,isotnek/Taxi-v3,4.779999999999999,7.5,2.72 -2996,harshil128,harshil128/q-Taxi-v3,4.779999999999999,7.5,2.72 -2997,gustavodemoura,gustavodemoura/q-Taxi-v1,4.779999999999999,7.5,2.72 -2998,gmshuler95,gmshuler95/q-Taxi-v3,4.779999999999999,7.5,2.72 -2999,ftorresa,ftorresa/q-Taxi-v3,4.779999999999999,7.5,2.72 -3000,farukbuldur,farukbuldur/q-Taxi-v3-001,4.779999999999999,7.5,2.72 -3001,f4falalu,f4falalu/q-taxis,4.779999999999999,7.5,2.72 -3002,eyechen,eyechen/q-Taxi-v3,4.779999999999999,7.5,2.72 -3003,ericrincon,ericrincon/Qtable_taxi,4.779999999999999,7.5,2.72 -3004,eoulster,eoulster/q-Taxi-v3,4.779999999999999,7.52,2.74 -3005,emre06c,emre06c/EC_Taxi_v3,4.779999999999999,7.5,2.72 -3006,elimelo02,elimelo02/taxi-QLearning,4.779999999999999,7.46,2.68 -3007,egarciamartin,egarciamartin/q-Taxiv3,4.779999999999999,7.5,2.72 -3008,eddyyeo,eddyyeo/Taxi-v3,4.779999999999999,7.52,2.74 -3009,djib2011,djib2011/q-Taxi-v3,4.779999999999999,7.52,2.74 -3010,dfomin,dfomin/q-Taxi-v3,4.779999999999999,7.52,2.74 -3011,cupcakeDriveby,cupcakeDriveby/q-taxi-v3,4.779999999999999,7.52,2.74 -3012,css919,css919/q-Taxi-v3,4.779999999999999,7.5,2.72 -3013,coledie,coledie/q-Taxi-v3,4.779999999999999,7.5,2.72 -3014,cgr28,cgr28/q-Taxi-v3,4.779999999999999,7.52,2.74 -3015,bmistry4,bmistry4/q-Taxi-v3,4.779999999999999,7.5,2.72 -3016,avalentina1-ramirez,avalentina1-ramirez/taxi,4.779999999999999,7.5,2.72 -3017,arindampande,arindampande/Taxi-v3,4.779999999999999,7.52,2.74 -3018,arikupe2,arikupe2/q-Taxi-v1,4.779999999999999,7.52,2.74 -3019,andresolbach,andresolbach/q-Taxi-v3,4.779999999999999,7.5,2.72 -3020,ameyachitnis,ameyachitnis/Taxi-v3,4.779999999999999,7.5,2.72 -3021,alderucci,alderucci/experimental,4.779999999999999,7.5,2.72 -3022,Your-Cheese,Your-Cheese/Taxi-V3,4.779999999999999,7.52,2.74 -3023,Wyzard1004,Wyzard1004/TaxiV3,4.779999999999999,7.5,2.72 -3024,Wajid333,Wajid333/taxi,4.779999999999999,7.5,2.72 -3025,ViktorDo,ViktorDo/Taxi-v3,4.779999999999999,7.52,2.74 -3026,Snim,Snim/taxi_DRLCourse,4.779999999999999,7.5,2.72 -3027,Segamboam,Segamboam/q-Taxi-v3,4.779999999999999,7.5,2.72 -3028,Ricardmc99,Ricardmc99/q-Taxi-v3,4.779999999999999,7.5,2.72 -3029,Renzhi,Renzhi/Taxi-v3,4.779999999999999,7.5,2.72 -3030,Rafaelfr87,Rafaelfr87/q-Taxi-v3,4.779999999999999,7.52,2.74 -3031,Perselope,Perselope/carpole,4.779999999999999,7.5,2.72 -3032,Perselope,Perselope/Taxi-v3_1,4.779999999999999,7.5,2.72 -3033,OubeidAllahjb,OubeidAllahjb/Taxi-v3,4.779999999999999,7.5,2.72 -3034,Nishant91,Nishant91/q-Taxi-v3,4.779999999999999,7.5,2.72 -3035,Michunie,Michunie/Fast-Taxi-v3,4.779999999999999,7.5,2.72 -3036,Megalino111,Megalino111/Taxi-v3,4.779999999999999,7.52,2.74 -3037,LC008,LC008/RLTaxiDriver,4.779999999999999,7.5,2.72 -3038,KevinReuben5,KevinReuben5/Taxi-v3,4.779999999999999,7.5,2.72 -3039,Kevin1990,Kevin1990/q-Taxi-v3,4.779999999999999,7.52,2.74 -3040,KaSchr,KaSchr/q-Taxi-v1,4.779999999999999,7.52,2.74 -3041,JMINLEE,JMINLEE/Taxi-v3,4.779999999999999,7.52,2.74 -3042,HungDuy,HungDuy/Taxi-v3,4.779999999999999,7.52,2.74 -3043,Htar,Htar/taxi-3,4.779999999999999,7.5,2.72 -3044,Hariprasath28,Hariprasath28/Taxi-v3,4.779999999999999,7.5,2.72 -3045,Gaivoronsky,Gaivoronsky/Taxi,4.779999999999999,7.52,2.74 -3046,Farzad-ES,Farzad-ES/Taxi-v3_v1,4.779999999999999,7.52,2.74 -3047,Epiphanio,Epiphanio/Q-Taxi-v3,4.779999999999999,7.5,2.72 -3048,Enterprize1,Enterprize1/q-taxi-v3,4.779999999999999,7.52,2.74 -3049,Dotunnorth,Dotunnorth/Taxi-v3,4.779999999999999,7.5,2.72 -3050,Dilp,Dilp/Taxi-v3,4.779999999999999,7.5,2.72 -3051,ChechkovEugene,ChechkovEugene/q-Taxi-v3,4.779999999999999,7.52,2.74 -3052,BrandonJaip,BrandonJaip/Taxi-v3-q,4.779999999999999,7.5,2.72 -3053,Bluelemon883,Bluelemon883/q-Taxi-v3,4.779999999999999,7.52,2.74 -3054,Benjaminabruzzo,Benjaminabruzzo/Taxi-v3,4.779999999999999,7.52,2.74 -3055,Amandm77,Amandm77/Q-learning-Taxiv3,4.779999999999999,7.52,2.74 -3056,AlexDLP,AlexDLP/taxi3,4.779999999999999,7.52,2.74 -3057,AAAEng,AAAEng/taxi,4.779999999999999,7.5,2.72 -3058,yyfairstein,yyfairstein/Taxi_v3,4.7700000000000005,7.48,2.71 -3059,rsilg,rsilg/q-Taxi-v3,4.7700000000000005,7.48,2.71 -3060,rmccrear,rmccrear/Taxi-v3,4.7700000000000005,7.48,2.71 -3061,rishipatel92,rishipatel92/taxi_v3,4.7700000000000005,7.48,2.71 -3062,pamekitti,pamekitti/q-Taxi-v3-v1.0,4.7700000000000005,7.44,2.67 -3063,onangeko,onangeko/q-Taxi-v3,4.7700000000000005,7.48,2.71 -3064,khaled5321,khaled5321/Taxi-v3,4.7700000000000005,7.48,2.71 -3065,jwoods,jwoods/Taxi-v3,4.7700000000000005,7.48,2.71 -3066,hour3,hour3/q-taxi-v3,4.7700000000000005,7.48,2.71 -3067,barry0121,barry0121/unit2-Taxi3,4.7700000000000005,7.48,2.71 -3068,Isaacfl,Isaacfl/Taxi_driver,4.7700000000000005,7.44,2.67 -3069,Facepalm0,Facepalm0/q-Taxi-v3-test,4.7700000000000005,7.48,2.71 -3070,ApolloFilippou,ApolloFilippou/Taxi-v3,4.7700000000000005,7.48,2.71 -3071,zzmez,zzmez/taxi-v3,4.77,7.52,2.75 -3072,zrvicc,zrvicc/Taxi-v3,4.77,7.46,2.69 -3073,zhanghwei,zhanghwei/Taxi-v3,4.77,7.5,2.73 -3074,yingzhi,yingzhi/Taxi-v3,4.77,7.46,2.69 -3075,yaystevek,yaystevek/Taxi-v3-defaults,4.77,7.5,2.73 -3076,vpepe2003,vpepe2003/q-Taxi-v3,4.77,7.52,2.75 -3077,victormmp1,victormmp1/Taxi-v3-q-learning,4.77,7.5,2.73 -3078,timjwhite,timjwhite/tim-Taxiv3,4.77,7.5,2.73 -3079,tatakof,tatakof/q-Taxi-v3,4.77,7.52,2.75 -3080,swastikhurana,swastikhurana/q-Taxi-v1,4.77,7.5,2.73 -3081,shobhit18,shobhit18/Taxi-v3,4.77,7.52,2.75 -3082,setareh1,setareh1/Taxi-v3,4.77,7.52,2.75 -3083,saoliuhong,saoliuhong/q-Taxi-v3-500,4.77,7.52,2.75 -3084,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75 -3085,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75 -3086,robkayinto,robkayinto/ThursdayFebruary_2_2023,4.77,7.5,2.73 -3087,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75 -3088,rideadragon,rideadragon/q-Taxi-v3,4.77,7.52,2.75 -3089,qazs,qazs/Taxi-v3,4.77,7.5,2.73 -3090,ous-ch,ous-ch/crazy_taxi,4.77,7.5,2.73 -3091,noodlynoodle,noodlynoodle/q-Taxi-v3,4.77,7.52,2.75 -3092,milad-kazemi,milad-kazemi/Taxi-v3,4.77,7.52,2.75 -3093,matnord,matnord/car_taxi,4.77,7.5,2.73 -3094,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75 -3095,magooie,magooie/q-taxi-v1,4.77,7.52,2.75 -3096,liweiliu,liweiliu/Taxi-v3,4.77,7.5,2.73 -3097,kasunw,kasunw/q-Taxi-v3,4.77,7.52,2.75 -3098,juliareis,juliareis/Taxi-v3,4.77,7.5,2.73 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-3350,SpookyWooky5,SpookyWooky5/q-Taxi-v3,4.74,7.48,2.74 -3351,SnoopKilla,SnoopKilla/q-Taxi-v3,4.74,7.48,2.74 -3352,Shlomo,Shlomo/Taxi-v3,4.74,7.5,2.76 -3353,Rui31415,Rui31415/Taxi,4.74,7.5,2.76 -3354,Roman289,Roman289/q-Taxi-v3,4.74,7.48,2.74 -3355,Rehead,Rehead/q-taxi-v1,4.74,7.5,2.76 -3356,RandolphScott,RandolphScott/q-Taxi-v3,4.74,7.5,2.76 -3357,RYAO808,RYAO808/Taxi_v2,4.74,7.48,2.74 -3358,QuickSilver007,QuickSilver007/q-Taxi-v3,4.74,7.5,2.76 -3359,Praga-6000,Praga-6000/unit2,4.74,7.48,2.74 -3360,PikaMiju,PikaMiju/q-Taxi-v3,4.74,7.48,2.74 -3361,PareshK,PareshK/Taxi-v3,4.74,7.5,2.76 -3362,OutFlankShu,OutFlankShu/taxi-v3,4.74,7.5,2.76 -3363,NXBY,NXBY/Taxi-V3,4.74,7.48,2.74 -3364,Malaika1704,Malaika1704/MK-Taxi-v3,4.74,7.48,2.74 -3365,MajorBehrad,MajorBehrad/q-TaxiDriver-v1,4.74,7.5,2.76 -3366,LucaAsga,LucaAsga/RL-course-q-taxi-v3,4.74,7.5,2.76 -3367,Kuro96,Kuro96/q-Taxi-v3,4.74,7.5,2.76 -3368,Johnlhugface,Johnlhugface/Taxi-v3-ver1,4.74,7.5,2.76 -3369,J4F4N4F,J4F4N4F/q-Taxi-v3,4.74,7.5,2.76 -3370,HurricaneSYG,HurricaneSYG/Taxi-v3,4.74,7.5,2.76 -3371,Hinova,Hinova/q-Taxi-v3,4.74,7.5,2.76 -3372,GGunjan,GGunjan/Taxi-v3,4.74,7.5,2.76 -3373,FIT17,FIT17/q-Taxi-v3,4.74,7.5,2.76 -3374,EmmaRo,EmmaRo/Taxi-v3,4.74,7.5,2.76 -3375,Dantenator,Dantenator/Taxi-v3,4.74,7.48,2.74 -3376,ChenWu98,ChenWu98/q-Taxi-v3,4.74,7.5,2.76 -3377,Broonion,Broonion/RLcourse-unit2-Taxi-V3,4.74,7.48,2.74 -3378,Brenno,Brenno/Taxi-v3,4.74,7.5,2.76 -3379,Arindam1975,Arindam1975/q-Taxi-v3,4.74,7.5,2.76 -3380,Aitor,Aitor/q-Taxi-v3,4.74,7.5,2.76 -3381,AMfeta99,AMfeta99/Taxi-v3,4.74,7.5,2.76 -3382,AKal,AKal/q-taxi-v3,4.74,7.48,2.74 -3383,314anist,314anist/q-Taxi-v3,4.74,7.5,2.76 -3384,yyassin,yyassin/taxi-v3-q-learning,4.73,7.46,2.73 -3385,ytung,ytung/q-Taxi-v3,4.73,7.44,2.71 -3386,tranquocthanh,tranquocthanh/Q-learning_Taxi-v3,4.73,7.48,2.75 -3387,terru3,terru3/q-learning-taxi-v3,4.73,7.44,2.71 -3388,salohiddin94,salohiddin94/taxi-v3,4.73,7.46,2.73 -3389,mdround,mdround/q-Taxi-v3,4.73,7.5,2.77 -3390,matt-guay,matt-guay/q-Taxi-v3,4.73,7.44,2.71 -3391,kujaomega,kujaomega/q-Taxi-v3,4.73,7.5,2.77 -3392,jaramy,jaramy/Taxi,4.73,7.48,2.75 -3393,gatardochi,gatardochi/q-Taxi-v3,4.73,7.5,2.77 -3394,dmortell,dmortell/taxi-v3,4.73,7.48,2.75 -3395,debin,debin/Taxi-v3,4.73,7.48,2.75 -3396,coke0zero,coke0zero/q-Taxi-v3,4.73,7.48,2.75 -3397,cmenasse,cmenasse/q-Taxi-v3,4.73,7.42,2.69 -3398,ccql,ccql/q-Taxi-v3,4.73,7.44,2.71 -3399,bastienm,bastienm/Taxi-v3,4.73,7.44,2.71 -3400,astefani,astefani/taxi-v3-dqn,4.73,7.46,2.73 -3401,andreatorch,andreatorch/Unit2-q-Taxi,4.73,7.46,2.73 -3402,agostini,agostini/q-Taxi-v3,4.73,7.5,2.77 -3403,Sirianth,Sirianth/taxi,4.73,7.48,2.75 -3404,SharpNLight,SharpNLight/q-taxi-v3-simple,4.73,7.44,2.71 -3405,RoyDor,RoyDor/q-Taxi-v3,4.73,7.48,2.75 -3406,RohithKumar,RohithKumar/Q1-Taxi,4.73,7.46,2.73 -3407,Nasree,Nasree/q-Taxi-3,4.73,7.5,2.77 -3408,Lakshya,Lakshya/q-Taxi-v3,4.73,7.46,2.73 -3409,JUNGU,JUNGU/Taxi-v3,4.73,7.44,2.71 -3410,Isaacgv,Isaacgv/Taxi-v3,4.73,7.48,2.75 -3411,DataPrime,DataPrime/Taxi-v3,4.73,7.46,2.73 -3412,Avenger12321,Avenger12321/taxi,4.73,7.46,2.73 -3413,xnpeng,xnpeng/Taxi-v3,4.720000000000001,7.5,2.78 -3414,wykonos,wykonos/Taxi-v3,4.720000000000001,7.5,2.78 -3415,wjmm,wjmm/Taxi-v3,4.720000000000001,7.5,2.78 -3416,uraskargi,uraskargi/q-Taxi-v3,4.720000000000001,7.48,2.76 -3417,pikodemo,pikodemo/q-Taxi-v3,4.720000000000001,7.5,2.78 -3418,petergriger,petergriger/taxi_qlearning,4.720000000000001,7.5,2.78 -3419,loicspigeleer,loicspigeleer/q-Taxi-v3,4.720000000000001,7.5,2.78 -3420,hartemj,hartemj/q-Taxi-v3,4.720000000000001,7.48,2.76 -3421,grinya-ne-ustinov,grinya-ne-ustinov/q-Taxi-v3,4.720000000000001,7.5,2.78 -3422,goodacheez,goodacheez/q-Taxi-v3,4.720000000000001,7.48,2.76 -3423,flowerpot76,flowerpot76/q-Taxi-v3,4.720000000000001,7.48,2.76 -3424,eshwarprasadS,eshwarprasadS/taxi_qlearner,4.720000000000001,7.5,2.78 -3425,danielcfho,danielcfho/q-Taxi-v3,4.720000000000001,7.5,2.78 -3426,cyeet,cyeet/q-Taxi-v3,4.720000000000001,7.48,2.76 -3427,carolinainmymind,carolinainmymind/Taxi-v3,4.720000000000001,7.5,2.78 -3428,bettyhxb,bettyhxb/q-Taxi-v3,4.720000000000001,7.5,2.78 -3429,ashishj20,ashishj20/q-Taxi-v3,4.720000000000001,7.5,2.78 -3430,andrew-ye,andrew-ye/q-Taxi-v3,4.720000000000001,7.5,2.78 -3431,akter-sust,akter-sust/Taxi-v3,4.720000000000001,7.5,2.78 -3432,aclodic,aclodic/taxi-v3,4.720000000000001,7.5,2.78 -3433,Thineshan,Thineshan/taxi-v3-q-table-training,4.720000000000001,7.5,2.78 -3434,RokudouMukuro,RokudouMukuro/q-Taxi-v3,4.720000000000001,7.48,2.76 -3435,RayKau,RayKau/taxi,4.720000000000001,7.5,2.78 -3436,OTQ,OTQ/q-Taxi-v3,4.720000000000001,7.5,2.78 -3437,Dharkelf,Dharkelf/Taxi-v3,4.720000000000001,7.48,2.76 -3438,Bunkerj,Bunkerj/q-Taxi-v3,4.720000000000001,7.5,2.78 -3439,Agog,Agog/Taxi-v3,4.720000000000001,7.5,2.78 -3440,8nero,8nero/Taxi-v3,4.720000000000001,7.5,2.78 -3441,wahdan99,wahdan99/q-taxi-v3,4.72,7.46,2.74 -3442,rlanday,rlanday/q-Taxi-v3,4.72,7.46,2.74 -3443,reneeshdenny,reneeshdenny/q-taxi-v3,4.72,7.46,2.74 -3444,personnel,personnel/taxi-v3,4.72,7.46,2.74 -3445,mtlulka,mtlulka/q-Taxi-v3,4.72,7.46,2.74 -3446,kraken2404,kraken2404/qtable-Taxi-v3_2,4.72,7.46,2.74 -3447,kar-saaragh,kar-saaragh/q-Taxi-v3,4.72,7.46,2.74 -3448,gurpreetmukker,gurpreetmukker/taxiv3-qlearning,4.72,7.46,2.74 -3449,ahaque12,ahaque12/taxi-v3-qlearning,4.72,7.46,2.74 -3450,Prajwal777,Prajwal777/taxi-v3,4.72,7.46,2.74 -3451,EulerianKnight,EulerianKnight/taxi-v3-1,4.72,7.46,2.74 -3452,DayStay,DayStay/Taxi-V3,4.72,7.46,2.74 -3453,DaniyalMufti,DaniyalMufti/Taxi-v3,4.72,7.46,2.74 -3454,Daehoon,Daehoon/Taxi-v3,4.72,7.46,2.74 -3455,zslrmhb,zslrmhb/q-Taxi-v3,4.710000000000001,7.48,2.77 -3456,yenniejun,yenniejun/q-Taxi-v3,4.710000000000001,7.48,2.77 -3457,weilc,weilc/q-Taxi-v3,4.710000000000001,7.48,2.77 -3458,shovall,shovall/Taxi-v3,4.710000000000001,7.48,2.77 -3459,satyrical,satyrical/slippyIce,4.710000000000001,7.44,2.73 -3460,nipet,nipet/q-Taxi-v3,4.710000000000001,7.48,2.77 -3461,maurya,maurya/q-Taxi-v3,4.710000000000001,7.48,2.77 -3462,makwingchi,makwingchi/taxi,4.710000000000001,7.48,2.77 -3463,magnomont12,magnomont12/Taxi-v3,4.710000000000001,7.48,2.77 -3464,ksanchis,ksanchis/q-Taxi-v3,4.710000000000001,7.48,2.77 -3465,kekstroke,kekstroke/q-Taxi-v3,4.710000000000001,7.44,2.73 -3466,justinhoang,justinhoang/q-Taxi-v3,4.710000000000001,7.48,2.77 -3467,jrnold,jrnold/q-Taxi-v3,4.710000000000001,7.48,2.77 -3468,jontang,jontang/taxi3-qlearning,4.710000000000001,7.48,2.77 -3469,jamiet1139,jamiet1139/q-learning-taxi,4.710000000000001,7.48,2.77 -3470,gguichard,gguichard/q-Taxi-v3,4.710000000000001,7.48,2.77 -3471,frank1991,frank1991/Taxi,4.710000000000001,7.48,2.77 -3472,chereddy,chereddy/Taxi-v3-attempt1,4.710000000000001,7.48,2.77 -3473,bjarlestam,bjarlestam/q-Taxi-v3,4.710000000000001,7.48,2.77 -3474,arminmrm93,arminmrm93/qtable_taxi_v3,4.710000000000001,7.48,2.77 -3475,archii0,archii0/taxi-v3,4.710000000000001,7.48,2.77 -3476,afagsalah,afagsalah/Taxi-v3,4.710000000000001,7.48,2.77 -3477,Perselope,Perselope/Taxi-v3_2,4.710000000000001,7.48,2.77 -3478,JTStephens,JTStephens/Taxi-V3,4.710000000000001,7.48,2.77 -3479,Hawk91,Hawk91/q-Taxi-v3-def,4.710000000000001,7.48,2.77 -3480,DelusionalDreams,DelusionalDreams/taxi-v3,4.710000000000001,7.48,2.77 -3481,Adi0010,Adi0010/Taxi_rl,4.710000000000001,7.48,2.77 -3482,0xid,0xid/Taxi-v3,4.710000000000001,7.48,2.77 -3483,malanevans,malanevans/taxi-v3-1.0,4.71,7.46,2.75 -3484,liadraz,liadraz/Taxi-v3,4.71,7.46,2.75 -3485,kyuwon416,kyuwon416/q-Taxi-v3,4.71,7.46,2.75 -3486,jonathanmutal,jonathanmutal/q-taxi-v3-v1,4.71,7.46,2.75 -3487,happycoding,happycoding/q-Taxi-v3,4.71,7.46,2.75 -3488,arshpareek,arshpareek/taxi_v3,4.71,7.46,2.75 -3489,Abdelrahman123,Abdelrahman123/Taxi-v3,4.71,7.46,2.75 -3490,pauliusrauba,pauliusrauba/Taxi-v3-rbg,4.700000000000001,7.48,2.78 -3491,nsecord,nsecord/q-Taxi-v3-attempt1,4.700000000000001,7.48,2.78 -3492,neurator,neurator/Taxi-v3,4.700000000000001,7.48,2.78 -3493,mertseker,mertseker/q-Taxi-v3,4.700000000000001,7.48,2.78 -3494,maroti,maroti/q-taxiv3,4.700000000000001,7.48,2.78 -3495,ka13001v1,ka13001v1/Taxi-v3,4.700000000000001,7.48,2.78 -3496,jakelcoop,jakelcoop/Taxi-v3-QLearning,4.700000000000001,7.48,2.78 -3497,imflash217,imflash217/Q-taxi-v3,4.700000000000001,7.48,2.78 -3498,castawaypirate,castawaypirate/q-Taxi-v3,4.700000000000001,7.48,2.78 -3499,alix03,alix03/q-Taxi-v3,4.700000000000001,7.48,2.78 -3500,actualbrain,actualbrain/Taxi-v3,4.700000000000001,7.48,2.78 -3501,Taratata,Taratata/q-Taxi-v3,4.700000000000001,7.48,2.78 -3502,RanjanKiran,RanjanKiran/taxi,4.700000000000001,7.48,2.78 -3503,Promiseve,Promiseve/Taxi-v3,4.700000000000001,7.48,2.78 -3504,KayabaEngine,KayabaEngine/q-Taxi-v3,4.700000000000001,7.48,2.78 -3505,Claaas,Claaas/q-Taxi-v3,4.700000000000001,7.48,2.78 -3506,yoshq,yoshq/q-taxi-v3,4.7,7.5,2.8 -3507,phyous,phyous/q-Taxi-v3,4.7,7.44,2.74 -3508,irfan62622,irfan62622/Taxi-v3,4.7,7.44,2.74 -3509,elfray,elfray/q-Taxi-v3,4.7,7.46,2.76 -3510,dfalvearg,dfalvearg/taxiv3-impementation,4.7,7.5,2.8 -3511,Moapacha,Moapacha/Taxi-v3,4.7,7.46,2.76 -3512,Dae314,Dae314/q-Taxi-v3,4.7,7.46,2.76 -3513,Azucarverde,Azucarverde/Taxi-v3,4.7,7.5,2.8 -3514,mfidabel,mfidabel/q-Taxi-v3-baseline,4.699999999999999,7.42,2.72 -3515,jaredoong,jaredoong/q-Taxi-v3,4.699999999999999,7.42,2.72 -3516,ib1368,ib1368/Taxi-v3,4.699999999999999,7.42,2.72 -3517,wpbsball12,wpbsball12/q-taxi-v3-fix,4.69,7.36,2.67 -3518,v4vardhan,v4vardhan/Taxi-v3,4.69,7.44,2.75 -3519,tranvancuong2597,tranvancuong2597/q-Taxi-v3,4.69,7.4,2.71 -3520,tommytran,tommytran/taxi_v3,4.69,7.36,2.67 -3521,tomantonyy,tomantonyy/q-taxi-v1-4x4,4.69,7.48,2.79 -3522,nikz,nikz/Taxi-v3,4.69,7.48,2.79 -3523,lbhjvh14,lbhjvh14/Taxi-v3,4.69,7.44,2.75 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