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drlc-leaderboard-data

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3
ThomasSimonini HF Staff commited on
Commit
1d971bc
·
verified ·
1 Parent(s): 8860bd4

Update dataset

Browse files
Files changed (6) hide show
  1. CartPole-v1.csv +0 -0
  2. FrozenLake-v1-4x4-no_slippery.csv +0 -0
  3. LunarLander-v2.csv +0 -0
  4. PandaReachDense-v3.csv +383 -382
  5. Pixelcopter-PLE-v0.csv +0 -0
  6. Taxi-v3.csv +0 -0
CartPole-v1.csv CHANGED
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FrozenLake-v1-4x4-no_slippery.csv CHANGED
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LunarLander-v2.csv CHANGED
The diff for this file is too large to render. See raw diff
 
PandaReachDense-v3.csv CHANGED
@@ -285,385 +285,386 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
285
  284,basil-ahmad,basil-ahmad/a2c-PandaReachDense-v3,-0.31,-0.19,0.12
286
  285,arminmrm93,arminmrm93/a2c-PandaReachDense-v3-v2,-0.31,-0.19,0.12
287
  286,alperenunlu,alperenunlu/a2c-PandaReachDense-v3,-0.31,-0.24,0.07
288
- 287,aarongrainer,aarongrainer/a2c-PandaReachDense-v3,-0.31,-0.19,0.12
289
- 288,XavierScor,XavierScor/a2c-PandaReachDense-v3,-0.31,-0.24,0.07
290
- 289,TheSuperGroot,TheSuperGroot/a2c-PandaReachDense-v3,-0.31,-0.23,0.08
291
- 290,SaudxInu,SaudxInu/a2c-PandaReachDense-v3,-0.31,-0.2,0.11
292
- 291,Sachavsn,Sachavsn/a2c-PandaReachDense-v3,-0.31,-0.24,0.07
293
- 292,Parth673,Parth673/PandaReachDense,-0.31,-0.22,0.09
294
- 293,MrPrjnce,MrPrjnce/a2c-PandaReachDense-v3,-0.31,-0.2,0.11
295
- 294,JoyboyXoXo,JoyboyXoXo/a2c-PandaReachDense-v3,-0.31,-0.23,0.08
296
- 295,JJJJerry,JJJJerry/a2c-PandaReachDense-v3,-0.31,-0.2,0.11
297
- 296,JDB03,JDB03/PPO-Robot,-0.31,-0.2,0.11
298
- 297,HaythamB,HaythamB/a2c-PandaReachDense-v3,-0.31,-0.19,0.12
299
- 298,Fremonta,Fremonta/a2c-PandaReachDense-v3,-0.31,-0.22,0.09
300
- 299,Facepalm0,Facepalm0/a2c-PandaReachDense-v3,-0.31,-0.19,0.12
301
- 300,EmirhanExecute,EmirhanExecute/a2c-PandaReachDense-v3,-0.31,-0.2,0.11
302
- 301,ElmoVT,ElmoVT/a2c-PandaReachDense-v3,-0.31,-0.21,0.1
303
- 302,Dhanraj1503,Dhanraj1503/a2c-PandaReachDense-v3,-0.31,-0.18,0.13
304
- 303,DayStay,DayStay/a2c-PandaReachDense-v3,-0.31,-0.24,0.07
305
- 304,Cuphadi,Cuphadi/a2c-PandaReachDense-v3,-0.31,-0.21,0.1
306
- 305,Croolch,Croolch/a2c-PandaReachDense-v3,-0.31,-0.23,0.08
307
- 306,AlGM93,AlGM93/A2C-PandaReachDense-v3,-0.31,-0.22,0.09
308
- 307,Aedelon,Aedelon/a2c-PandaReachDense-v3,-0.31,-0.2,0.11
309
- 308,sekinat,sekinat/a2c-PandaReachDense-v3,-0.31000000000000005,-0.17,0.14
310
- 309,makwingchi,makwingchi/a2c-PandaReachDense-v3,-0.31000000000000005,-0.17,0.14
311
- 310,yankov1ch,yankov1ch/a2c-PandaReachDense-v3,-0.32,-0.24,0.08
312
- 311,xiawei910,xiawei910/a2c-PandaReachDense-v3,-0.32,-0.25,0.07
313
- 312,viccelmar,viccelmar/a2c-PandaReachDense-v3,-0.32,-0.23,0.09
314
- 313,uni-zhuan,uni-zhuan/a2c-PandaReachDense-v3,-0.32,-0.18,0.14
315
- 314,terjenf,terjenf/a2c-PandaReachDense-v3,-0.32,-0.23,0.09
316
- 315,samuraibosky,samuraibosky/a2c-PandaReachDense-v3,-0.32,-0.19,0.13
317
- 316,rohn132,rohn132/a2c-PandaReachDense-v3,-0.32,-0.22,0.1
318
- 317,prahalath27,prahalath27/a2c-PandaReachDense-v3,-0.32,-0.25,0.07
319
- 318,patonw,patonw/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
320
- 319,neopolita,neopolita/a2c-PandaReachDense-v3,-0.32,-0.23,0.09
321
- 320,matansol,matansol/a2c-PandaReachDense-v3,-0.32,-0.19,0.13
322
- 321,loupzeur,loupzeur/a2c-PandaReachDense-v3,-0.32,-0.22,0.1
323
- 322,kaljr,kaljr/a2c-PandaReachDense-v3,-0.32,-0.22,0.1
324
- 323,juan9,juan9/a2c-PandaReachDense-v3,-0.32,-0.21,0.11
325
- 324,jrad98,jrad98/a2c-PandaReachDense-v3,-0.32,-0.21,0.11
326
- 325,jproman,jproman/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
327
- 326,innyun,innyun/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
328
- 327,igpaub,igpaub/a2c-PandaReachDense-v3,-0.32,-0.22,0.1
329
- 328,haolx,haolx/A2C-PandaReachDense-v3,-0.32,-0.27,0.05
330
- 329,gabrielbenabou,gabrielbenabou/a2c-PandaReachDense-v3,-0.32,-0.21,0.11
331
- 330,eliept1,eliept1/a2c-PandaReachDense-v3,-0.32,-0.26,0.06
332
- 331,duwi,duwi/a2c-PandaReachDense-v3,-0.32,-0.21,0.11
333
- 332,dsteiner93,dsteiner93/a2c-PandaReachDense-v3,-0.32,-0.23,0.09
334
- 333,chaouch,chaouch/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
335
- 334,candyhaws,candyhaws/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
336
- 335,arunptp,arunptp/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
337
- 336,arekpaterak,arekpaterak/a2c-PandaReachDense-v3,-0.32,-0.21,0.11
338
- 337,alexeynoskov,alexeynoskov/a2c-PandaReachDense-v3,-0.32,-0.24,0.08
339
- 338,aleix8,aleix8/a2c-PandaReachDense-v3,-0.32,-0.23,0.09
340
- 339,abragin,abragin/a2c-PandaReachDense-v3,-0.32,-0.23,0.09
341
- 340,WokeEngineer,WokeEngineer/a2c-PandaReachDense-v3,-0.32,-0.19,0.13
342
- 341,Wanlin0001,Wanlin0001/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
343
- 342,SuperDan,SuperDan/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
344
- 343,SparkleDark,SparkleDark/a2c-PandaReachDense-v3,-0.32,-0.24,0.08
345
- 344,SmellyKat,SmellyKat/a2c-PandaReachDense-v3,-0.32,-0.19,0.13
346
- 345,Sanyam0605,Sanyam0605/a2c-PandaReachDense-v3,-0.32,-0.22,0.1
347
- 346,SamSJackson,SamSJackson/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
348
- 347,PratikSahu,PratikSahu/a2c-PandaReachDense-v3,-0.32,-0.18,0.14
349
- 348,NicolasYn,NicolasYn/a2c-PandaReachDense-v3,-0.32,-0.21,0.11
350
- 349,MarcosMunoz95,MarcosMunoz95/a2c-PandaReachDense-v3,-0.32,-0.26,0.06
351
- 350,Looyyd,Looyyd/a2c-PandaReachDense-v3,-0.32,-0.22,0.1
352
- 351,LoicSteve,LoicSteve/a2c-PandaReachDense-v3,-0.32,-0.24,0.08
353
- 352,Lew,Lew/a2c-PandaReachDense-v3,-0.32,-0.26,0.06
354
- 353,Keenan5755,Keenan5755/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
355
- 354,JiriG,JiriG/a2c-PandaReachDense-v3,-0.32,-0.17,0.15
356
- 355,ITneo0110,ITneo0110/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
357
- 356,GerardMR,GerardMR/PandaReachDense-v3,-0.32,-0.21,0.11
358
- 357,GccX11,GccX11/a2c-PandaReachDense-v3,-0.32,-0.19,0.13
359
- 358,DevozZ,DevozZ/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
360
- 359,AndrewL088,AndrewL088/a2c-PandaReachDense-v3,-0.32,-0.23,0.09
361
- 360,Anastasiaps,Anastasiaps/a2c-PandaReachDense-v3,-0.32,-0.22,0.1
362
- 361,AmmarAl,AmmarAl/a2c-PandaReachDense-v3,-0.32,-0.23,0.09
363
- 362,wooii,wooii/a2c-PandaReachDense-v3,-0.32999999999999996,-0.24,0.09
364
- 363,papepipopu,papepipopu/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
365
- 364,niltheory,niltheory/a2c-PandaReachDense-v3,-0.32999999999999996,-0.24,0.09
366
- 365,matheusgeda,matheusgeda/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
367
- 366,margaretshark,margaretshark/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
368
- 367,dlwlgus53,dlwlgus53/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
369
- 368,daenielkim-66,daenielkim-66/a2c-PandaReachDense-v3,-0.32999999999999996,-0.24,0.09
370
- 369,atmikah,atmikah/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
371
- 370,TaTo69,TaTo69/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
372
- 371,Statos6,Statos6/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
373
- 372,Loriiis,Loriiis/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
374
- 373,KVNAditya,KVNAditya/drl__u6__prd,-0.32999999999999996,-0.24,0.09
375
- 374,KMJJJJ,KMJJJJ/ppo,-0.32999999999999996,-0.21,0.12
376
- 375,BanUrsus,BanUrsus/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
377
- 376,Anasmob,Anasmob/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
378
- 377,vicfeuga,vicfeuga/a2c-PandaReachDense-v3,-0.33,-0.2,0.13
379
- 378,satcos,satcos/a2c-PandaReachDense-v3,-0.33,-0.25,0.08
380
- 379,salim4n,salim4n/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
381
- 380,saintzeno,saintzeno/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
382
- 381,marcweibel,marcweibel/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
383
- 382,malanevans,malanevans/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
384
- 383,lorenzreyes,lorenzreyes/a2c-PandaReachDense-v3,-0.33,-0.2,0.13
385
- 384,liudoujiang,liudoujiang/a2c-PandaReachDense-v3,-0.33,-0.23,0.1
386
- 385,lacknerm,lacknerm/a2c-PandaReachDense-v3,-0.33,-0.23,0.1
387
- 386,joe-xhedi,joe-xhedi/a2c-PandaReachDense-v3,-0.33,-0.23,0.1
388
- 387,hui168,hui168/a2c-PandaReachDense-v3,-0.33,-0.2,0.13
389
- 388,homerquan,homerquan/a2c-PandaReachDense-v3,-0.33,-0.2,0.13
390
- 389,happyxujin,happyxujin/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
391
- 390,ethan-lam,ethan-lam/a2c-PandaReachDense-v3,-0.33,-0.23,0.1
392
- 391,davidkh,davidkh/a2c-PandaReachDense-v3,-0.33,-0.23,0.1
393
- 392,calvinyz,calvinyz/a2c-PandaReachDense-v3,-0.33,-0.23,0.1
394
- 393,bunnyTech,bunnyTech/a2c-PandaReachDense-v3,-0.33,-0.26,0.07
395
- 394,benjipeng,benjipeng/a2c-PandaReachDense-v3,-0.33,-0.2,0.13
396
- 395,badhorse666,badhorse666/a2c-PandaReachDense-v3,-0.33,-0.23,0.1
397
- 396,ankursinghbisht,ankursinghbisht/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
398
- 397,TikhonRadkevich,TikhonRadkevich/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
399
- 398,Rudolph314,Rudolph314/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
400
- 399,NiscR,NiscR/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
401
- 400,Maxph2211,Maxph2211/a2c-PandaReachDense-v3,-0.33,-0.23,0.1
402
- 401,MadFritz,MadFritz/a2c-PandaReachDense-v3,-0.33,-0.23,0.1
403
- 402,MUTSC,MUTSC/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
404
- 403,Katelie,Katelie/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
405
- 404,Jjateen,Jjateen/a2c-PandaReachDense-v3,-0.33,-0.25,0.08
406
- 405,DaColdest,DaColdest/a2c-PandaReachDense-v3,-0.33,-0.22,0.11
407
- 406,sheldonzhu,sheldonzhu/a2c-PandaReachDense-v3,-0.33999999999999997,-0.22,0.12
408
- 407,samuraibosky,samuraibosky/a2c-0,-0.33999999999999997,-0.24,0.1
409
- 408,mryoshq,mryoshq/a2c-PandaReachDense-v3,-0.33999999999999997,-0.21,0.13
410
- 409,lkntrp,lkntrp/a2c-PandaReachDense-v3,-0.33999999999999997,-0.22,0.12
411
- 410,joshuaoreilly,joshuaoreilly/a2c-PandaReachDense-v3,-0.33999999999999997,-0.22,0.12
412
- 411,io-roboto,io-roboto/a2c-PandaReachDense-v3,-0.33999999999999997,-0.19,0.15
413
- 412,dude121,dude121/a2c-PandaReachDense-v3,-0.33999999999999997,-0.22,0.12
414
- 413,diskya,diskya/a2c-PandaReachDense-v3,-0.33999999999999997,-0.24,0.1
415
- 414,coke0zero,coke0zero/a2c-PandaReachDense-v3,-0.33999999999999997,-0.24,0.1
416
- 415,ckandemir,ckandemir/a2c-PandaReachDense-v3,-0.33999999999999997,-0.22,0.12
417
- 416,atom-mu-control,atom-mu-control/a2c-PandaReachDense-v3,-0.33999999999999997,-0.21,0.13
418
- 417,amyy78,amyy78/a2c-PandaReachDense-v3,-0.33999999999999997,-0.25,0.09
419
- 418,achimvp,achimvp/a2c-PandaReachDense-v3,-0.33999999999999997,-0.22,0.12
420
- 419,YuvanKumar,YuvanKumar/a2c-PandaReachDense-v3,-0.33999999999999997,-0.22,0.12
421
- 420,SakataHalmi,SakataHalmi/a2c-PandaReachDense-v3,-0.33999999999999997,-0.19,0.15
422
- 421,NEO946B,NEO946B/a2c-PandaReachDense-v3,-0.33999999999999997,-0.22,0.12
423
- 422,MoeenTB,MoeenTB/a2c-PandaReachDense-v3,-0.33999999999999997,-0.24,0.1
424
- 423,Mattttthew,Mattttthew/a2c-PandaReachDense-v3,-0.33999999999999997,-0.24,0.1
425
- 424,MLIsaac,MLIsaac/a2c-PandaReachDense-v3,-0.33999999999999997,-0.22,0.12
426
- 425,Lukansu,Lukansu/a2c-PandaReachDense-v3,-0.33999999999999997,-0.22,0.12
427
- 426,KayabaEngine,KayabaEngine/a2c-PandaReachDense-v3,-0.33999999999999997,-0.25,0.09
428
- 427,HazemHM,HazemHM/a2c-PandaReachDense-v3,-0.33999999999999997,-0.22,0.12
429
- 428,DarkRodry,DarkRodry/a2c-PandaReachDense-v3,-0.33999999999999997,-0.25,0.09
430
- 429,0xC4LL3,0xC4LL3/A2C-PandaReachDense-v3,-0.33999999999999997,-0.21,0.13
431
- 430,vaiana,vaiana/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
432
- 431,toddwilson147,toddwilson147/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
433
- 432,thomas2112,thomas2112/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
434
- 433,pietroluongo,pietroluongo/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
435
- 434,jbuch808,jbuch808/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
436
- 435,hammadsaleem,hammadsaleem/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
437
- 436,gchindemi,gchindemi/a2c-PandaReachDense-v3,-0.34,-0.2,0.14
438
- 437,gRaphael,gRaphael/a2c-PandaReachDense-v3,-0.34,-0.26,0.08
439
- 438,embracethesock,embracethesock/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
440
- 439,danlindb,danlindb/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
441
- 440,crossroderick,crossroderick/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
442
- 441,anders0204,anders0204/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
443
- 442,akrisn,akrisn/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
444
- 443,VATSAL1729,VATSAL1729/a2c-PandaReachDense-v3,-0.34,-0.27,0.07
445
- 444,EdithKim,EdithKim/ppo,-0.34,-0.23,0.11
446
- 445,ChikeJ,ChikeJ/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
447
- 446,BabaYaga048,BabaYaga048/a2c-PandaReachDense-v3,-0.34,-0.23,0.11
448
- 447,whywynn,whywynn/a2c-PandaReachDense-v3,-0.35,-0.19,0.16
449
- 448,tsfeith,tsfeith/a2c-PandaReachDense-v3,-0.35,-0.25,0.1
450
- 449,stoyky,stoyky/a2c-PandaReachDense-v3,-0.35,-0.25,0.1
451
- 450,rahil1206,rahil1206/a2c-PandaReachDense-v3,-0.35,-0.25,0.1
452
- 451,onangeko,onangeko/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
453
- 452,nondevs,nondevs/a2c-PandaReachDense-v3,-0.35,-0.2,0.15
454
- 453,ninja21,ninja21/a2c-PandaReachDense-v3,-0.35,-0.21,0.14
455
- 454,kporzycki,kporzycki/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
456
- 455,juliowaissman,juliowaissman/a2c-PandaReachDense-v3,-0.35,-0.25,0.1
457
- 456,jialongjq,jialongjq/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
458
- 457,homunculus,homunculus/a2c-PandaReachDense-v3,-0.35,-0.23,0.12
459
- 458,ftorresa,ftorresa/a2c-PandaReachDense-v3,-0.35,-0.21,0.14
460
- 459,enaitzb,enaitzb/a2c-PandaReachDense-v3,-0.35,-0.22,0.13
461
- 460,elemosynov,elemosynov/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
462
- 461,dhiva100,dhiva100/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
463
- 462,degor,degor/a2c-PandaReachDense-v3,-0.35,-0.22,0.13
464
- 463,beibeif,beibeif/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
465
- 464,bavolesy,bavolesy/a2c-PandaReachDense-v3,-0.35,-0.23,0.12
466
- 465,aumy,aumy/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
467
- 466,amine-01,amine-01/a2c-PandaReachDense-v3,-0.35,-0.21,0.14
468
- 467,alessiodm,alessiodm/a2c-PandaReachDense-v3,-0.35,-0.25,0.1
469
- 468,alekom,alekom/a2c-PandaReachDense-v3,-0.35,-0.22,0.13
470
- 469,ahaedike,ahaedike/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
471
- 470,adyprat,adyprat/a2c-PandaReachDense-v3,-0.35,-0.22,0.13
472
- 471,PierreCounathe,PierreCounathe/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
473
- 472,Nicolas852,Nicolas852/a2c-PandaReachDense-v3,-0.35,-0.21,0.14
474
- 473,JunghwanRo,JunghwanRo/a2c-PandaReachDense-v3,-0.35,-0.25,0.1
475
- 474,HilbertS,HilbertS/a2c-PandaReachDense-v3,-0.35,-0.23,0.12
476
- 475,HenseHsieh,HenseHsieh/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
477
- 476,HCNMonsch,HCNMonsch/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
478
- 477,Dotunnorth,Dotunnorth/a2c-PandaReachDense-v5,-0.35,-0.25,0.1
479
- 478,Anant58,Anant58/a2c-PandaReachDense-v3,-0.35,-0.24,0.11
480
- 479,magixn,magixn/a2c-PandaReachDense-v3,-0.35000000000000003,-0.27,0.08
481
- 480,felixquinihildebet,felixquinihildebet/a2c-PandaReachDense-v3,-0.35000000000000003,-0.27,0.08
482
- 481,zjoe,zjoe/a2c-PandaReachDense-v3,-0.36,-0.21,0.15
483
- 482,yaystevek,yaystevek/a2c-PandaReachDense-v3,-0.36,-0.26,0.1
484
- 483,trsdimi,trsdimi/a2c-PandaReachDense-v3,-0.36,-0.22,0.14
485
- 484,sarwarbeing,sarwarbeing/a2c-PandaReachDense-v3,-0.36,-0.25,0.11
486
- 485,rgny,rgny/a2c-PandaReachDense-v3,-0.36,-0.23,0.13
487
- 486,reneeshdenny,reneeshdenny/a2c-PandaReachDense-v3,-0.36,-0.24,0.12
488
- 487,prajapatisarvesh,prajapatisarvesh/a2c-PandaReachDense-v3,-0.36,-0.23,0.13
489
- 488,pepijn223,pepijn223/a2c-PandaReachDense-v3,-0.36,-0.24,0.12
490
- 489,pdejong,pdejong/a2c-PandaReachDense-v3,-0.36,-0.27,0.09
491
- 490,nlamot,nlamot/a2c-PandaReachDense-v3,-0.36,-0.27,0.09
492
- 491,n1kolAI,n1kolAI/a2c-PandaReachDense-v3,-0.36,-0.26,0.1
493
- 492,mrbesher,mrbesher/a2c-PandaReachDense-v3,-0.36,-0.2,0.16
494
- 493,mesa44,mesa44/a2c-PandaReachDense-v3,-0.36,-0.23,0.13
495
- 494,lensonbocko,lensonbocko/a2c-PandaReachDense-v3,-0.36,-0.27,0.09
496
- 495,jules654,jules654/a2c-PandaReachDense-v3,-0.36,-0.25,0.11
497
- 496,joen2010,joen2010/a2c-PandaReachDense-v3,-0.36,-0.24,0.12
498
- 497,jakezou,jakezou/a2c-PandaReachDense-v3,-0.36,-0.23,0.13
499
- 498,hythyt,hythyt/a2c-PandaReachDense-v3,-0.36,-0.2,0.16
500
- 499,hour3,hour3/a2c-PandaReachDense-v3,-0.36,-0.24,0.12
501
- 500,ewertonfelipe,ewertonfelipe/a2c-PandaReachDense-v3,-0.36,-0.27,0.09
502
- 501,eliotz,eliotz/a2c-PandaReachDense-v3,-0.36,-0.25,0.11
503
- 502,dimitarrskv,dimitarrskv/a2c-PandaReachDense-v3,-0.36,-0.23,0.13
504
- 503,colemane,colemane/a2c-PandaReachDense-v3,-0.36,-0.22,0.14
505
- 504,c-g,c-g/a2c-PandaReachDense-v3,-0.36,-0.25,0.11
506
- 505,boruyang,boruyang/a2c-PandaReachDense-v3,-0.36,-0.26,0.1
507
- 506,alfredo-wh,alfredo-wh/a2c-PandaReachDense-v3,-0.36,-0.26,0.1
508
- 507,abdel1311,abdel1311/a2c-PandaReachDense-v3,-0.36,-0.22,0.14
509
- 508,WIS,WIS/a2c-PandaReachDense-v3,-0.36,-0.23,0.13
510
- 509,VicBeltran,VicBeltran/a2c-PandaReachDense-v3,-0.36,-0.25,0.11
511
- 510,UXAIR,UXAIR/A2C-PandaReachDense,-0.36,-0.26,0.1
512
- 511,SkyR,SkyR/a2c-PandaReachDense-v3,-0.36,-0.25,0.11
513
- 512,Promiseve,Promiseve/a2c-PandaReachDense-v3,-0.36,-0.25,0.11
514
- 513,LeKyks1,LeKyks1/a2c-PandaReachDense-v3,-0.36,-0.25,0.11
515
- 514,Josrf,Josrf/a2c-PandaReachDense-v3,-0.36,-0.23,0.13
516
- 515,JiajingChen,JiajingChen/4,-0.36,-0.22,0.14
517
- 516,JabrilJacobs,JabrilJacobs/a2c-PandaReachDense-v3,-0.36,-0.25,0.11
518
- 517,JKuang96,JKuang96/a2c-PandaReachDense-v3,-0.36,-0.26,0.1
519
- 518,Hwilner,Hwilner/a2c-PandaReachDense-v3,-0.36,-0.25,0.11
520
- 519,ExusBurn,ExusBurn/PandaPandaReachDense-v3,-0.36,-0.24,0.12
521
- 520,DiegoT200,DiegoT200/a2c-PandaReachDense-v3,-0.36,-0.23,0.13
522
- 521,Asheron,Asheron/a2c-PandaReachDense-v3-WSL2,-0.36,-0.23,0.13
523
- 522,yunkimmy,yunkimmy/a2c-PandaReachDense-v3,-0.37,-0.25,0.12
524
- 523,yanka9,yanka9/a2c-PandaReachDense-v3,-0.37,-0.26,0.11
525
- 524,ullrichx,ullrichx/a2c-PandaReachDense-v3,-0.37,-0.27,0.1
526
- 525,tbooy,tbooy/a2c-PandaReachDense-v3,-0.37,-0.26,0.11
527
- 526,renatostrianese,renatostrianese/a2c-PandaReachDense-v3,-0.37,-0.24,0.13
528
- 527,rbrgAlou,rbrgAlou/a2c-PandaReachDense-v3,-0.37,-0.24,0.13
529
- 528,mlwithrakesh,mlwithrakesh/a2c-PandaReachDense-v3,-0.37,-0.25,0.12
530
- 529,miguel-kjh,miguel-kjh/a2c-PandaReachDense-v3,-0.37,-0.25,0.12
531
- 530,lockylocks,lockylocks/a2c-PandaReachDense-v3,-0.37,-0.26,0.11
532
- 531,lisagrace,lisagrace/a2c-PandaReachDense-v3,-0.37,-0.26,0.11
533
- 532,kupru,kupru/a2c-PandaReachDense-v3,-0.37,-0.23,0.14
534
- 533,dengh,dengh/a2c-PandaReachDense-v3,-0.37,-0.23,0.14
535
- 534,crispisu,crispisu/a2c-PandaReachDense-v3,-0.37,-0.24,0.13
536
- 535,aa-unh,aa-unh/a2c-PandaReachDense-v3,-0.37,-0.24,0.13
537
- 536,Skie0007,Skie0007/a2c-PandaReachDense-v3,-0.37,-0.22,0.15
538
- 537,SafetyMary,SafetyMary/a2c-PandaReachDense-v3,-0.37,-0.25,0.12
539
- 538,Pranjal-666,Pranjal-666/a2c-PandaReachDense-v3,-0.37,-0.22,0.15
540
- 539,PaulTbbr,PaulTbbr/a2c-PandaReachDense-v3,-0.37,-0.23,0.14
541
- 540,ORromu,ORromu/a2c-PandaReachDense-v3,-0.37,-0.27,0.1
542
- 541,MarcLinder,MarcLinder/a2c-PandaReachDense-v3,-0.37,-0.26,0.11
543
- 542,MarBar,MarBar/a2c-PandaReachDense-v3,-0.37,-0.27,0.1
544
- 543,MStarn,MStarn/a2c-PandaReachDense-v3,-0.37,-0.24,0.13
545
- 544,KevStrider,KevStrider/a2c-PandaReachDense-v3,-0.37,-0.25,0.12
546
- 545,Gonke,Gonke/a2c-PandaReachDense-v3,-0.37,-0.24,0.13
547
- 546,GBjorn,GBjorn/a2c-PandaReachDense-v3,-0.37,-0.26,0.11
548
- 547,yogjoshi14,yogjoshi14/a2c-PandaReachDense-v3,-0.38,-0.26,0.12
549
- 548,shunnaidder,shunnaidder/a2c-PandaReachDense-v3,-0.38,-0.21,0.17
550
- 549,sanitas,sanitas/a2c-PandaReachDense-v3,-0.38,-0.25,0.13
551
- 550,sabretoothedhugs,sabretoothedhugs/a2c-PandaReachDense-v3,-0.38,-0.26,0.12
552
- 551,eddyyeo,eddyyeo/a2c-PandaReachDense-v3,-0.38,-0.21,0.17
553
- 552,dracero,dracero/a2c-PandaReachDense-v3,-0.38,-0.25,0.13
554
- 553,bmschopp,bmschopp/a2c-PandaReachDense-v3,-0.38,-0.28,0.1
555
- 554,andreatorch,andreatorch/Reinforce-Unit6-a2c_PandaReachDense-v3,-0.38,-0.25,0.13
556
- 555,ahaque12,ahaque12/a2c-PandaReachDense-v3,-0.38,-0.28,0.1
557
- 556,Weiming1122,Weiming1122/a2c-PandaReachDense-v3,-0.38,-0.26,0.12
558
- 557,ThomasSimonini,ThomasSimonini/a2c-PandaReachDense-v3,-0.38,-0.24,0.14
559
- 558,Terps,Terps/a2c-PandaReachDense-v3,-0.38,-0.25,0.13
560
- 559,PranavHonrao,PranavHonrao/a2c-PandaReachDense-v3,-0.38,-0.26,0.12
561
- 560,Overgrown7380,Overgrown7380/a2c-PandaReachDense-v3,-0.38,-0.26,0.12
562
- 561,DanielDsouza,DanielDsouza/a2c-PandaReachDense-v3,-0.38,-0.24,0.14
563
- 562,Cloud1989,Cloud1989/a2c-PandaReachDense-v3,-0.38,-0.24,0.14
564
- 563,BWangila,BWangila/a2c-PandaReachDense-v3,-0.38,-0.27,0.11
565
- 564,s14pe,s14pe/a2c-PandaReachDense-v3,-0.39,-0.26,0.13
566
- 565,k0T0z,k0T0z/a2c-PandaReachDense-v3,-0.39,-0.26,0.13
567
- 566,jimmyofdoom,jimmyofdoom/a2c-PandaReachDense-v3,-0.39,-0.25,0.14
568
- 567,jiaqianwu,jiaqianwu/a2c-PandaReachDense-v3,-0.39,-0.24,0.15
569
- 568,dmsovetov,dmsovetov/a2c-PandaReachDense-v3,-0.39,-0.26,0.13
570
- 569,ashwanth18,ashwanth18/a2c-PandaReachDense-v3,-0.39,-0.26,0.13
571
- 570,abdelhamidmalki,abdelhamidmalki/a2c-PandaReachDense-v3,-0.39,-0.26,0.13
572
- 571,YoavWigelman,YoavWigelman/a2c-PandaReachDense-v3,-0.39,-0.26,0.13
573
- 572,XiaohaiZhu,XiaohaiZhu/a2c-PandaReachDense-v3,-0.39,-0.24,0.15
574
- 573,Neomedallion,Neomedallion/a2c-PandaReachDense-v3,-0.39,-0.24,0.15
575
- 574,MichaelYxWang,MichaelYxWang/a2c-PandaReachDense-v3,-0.39,-0.25,0.14
576
- 575,MatteoColavita,MatteoColavita/a2c-PandaReachDense-v3,-0.39,-0.26,0.13
577
- 576,IWR,IWR/a2c-PandaReachDense-v3,-0.39,-0.24,0.15
578
- 577,Fhermin,Fhermin/a2c-PandaReachDense-v3,-0.39,-0.25,0.14
579
- 578,Brololo,Brololo/a2c-PandaReachDense-v3,-0.39,-0.27,0.12
580
- 579,Ashraf-kasem,Ashraf-kasem/a2c_robot_arm,-0.39,-0.26,0.13
581
- 580,QuocChuong,QuocChuong/a2c-PandaReachDense-v3,-0.39999999999999997,-0.29,0.11
582
- 581,Englios,Englios/a2c-PandaReachDense-v3,-0.39999999999999997,-0.29,0.11
583
- 582,voyzan,voyzan/a2c-PandaReachDense-v3,-0.4,-0.26,0.14
584
- 583,soarhigh,soarhigh/a2c,-0.4,-0.28,0.12
585
- 584,c-wang,c-wang/a2c-PandaReachDense-v3,-0.4,-0.25,0.15
586
- 585,bobmourlam,bobmourlam/a2c-PandaReachDense-v3,-0.4,-0.26,0.14
587
- 586,Thineshan,Thineshan/a2c-PandaReachDense-v3,-0.4,-0.28,0.12
588
- 587,ProrabVasili,ProrabVasili/a2c-PandaReachDense-v3,-0.4,-0.27,0.13
589
- 588,Liamdu,Liamdu/a2c-PandaReachDense-v3,-0.4,-0.28,0.12
590
- 589,Kertn,Kertn/A2CPandaReachDense-v3,-0.4,-0.27,0.13
591
- 590,siemr,siemr/a2c-PandaReachDense-v3,-0.41000000000000003,-0.25,0.16
592
- 591,ange0102,ange0102/a2c-PandaReachDense-v3,-0.41000000000000003,-0.28,0.13
593
- 592,RajkNakka,RajkNakka/a2c-PandaReachDense-v3,-0.41000000000000003,-0.27,0.14
594
- 593,Quacktab,Quacktab/a2c-PandaReachDense-v3,-0.41000000000000003,-0.27,0.14
595
- 594,ProtonH,ProtonH/a2c-PandaReachDense-v3,-0.41000000000000003,-0.28,0.13
596
- 595,Llark,Llark/a2c-PandaReachDense-v3,-0.42,-0.29,0.13
597
- 596,Innerby,Innerby/a2c-PandaReachDense-v3,-0.42,-0.29,0.13
598
- 597,josef-o,josef-o/a2c-panda-rlcourse,-0.42000000000000004,-0.25,0.17
599
- 598,dattienle2573,dattienle2573/a2c-PandaReachDense-v3,-0.42000000000000004,-0.27,0.15
600
- 599,aw-infoprojekt,aw-infoprojekt/a2c-PandaReachDense-v3,-0.42000000000000004,-0.27,0.15
601
- 600,IlluminatiPudding,IlluminatiPudding/a2c-PandaReachDense-v3,-0.42000000000000004,-0.28,0.14
602
- 601,Praga-6000,Praga-6000/a2c-PandaReachDense-v3,-0.43,-0.24,0.19
603
- 602,yechenzhi1,yechenzhi1/a2c-PandaReachDense-v3,-0.43000000000000005,-0.27,0.16
604
- 603,samilcoban,samilcoban/a2c-PandaReachDense-v3,-0.43000000000000005,-0.28,0.15
605
- 604,CADM97,CADM97/a2c-PandaReachDense-v3,-0.43999999999999995,-0.29,0.15
606
- 605,linqus,linqus/a2c-PandaReachDense-v3,-0.44,-0.31,0.13
607
- 606,vkamenski,vkamenski/a2c-PandaReachDense-v3,-0.45000000000000007,-0.28,0.17
608
- 607,smiley-maker,smiley-maker/a2c-PandaReachDense-v3,-0.45999999999999996,-0.3,0.16
609
- 608,sametayhan,sametayhan/a2c-PandaReachDense-v3,-0.45999999999999996,-0.31,0.15
610
- 609,kollis,kollis/a2c-PandaReachDense-v3,-0.48,-0.32,0.16
611
- 610,TitanTec,TitanTec/a2c-PandaReachDense-v3,-0.48,-0.32,0.16
612
- 611,liadraz,liadraz/a2c-PandaReachDense-v3,-0.49,-0.27,0.22
613
- 612,SamuelReyes,SamuelReyes/a2c-PandaReachDense-v3,-0.51,-0.31,0.2
614
- 613,Rafaelfr87,Rafaelfr87/a2c-PandaReachDense-v3,-0.52,-0.26,0.26
615
- 614,junikeda,junikeda/a2c-PandaReachDense-v3,-0.53,-0.32,0.21
616
- 615,i-pj,i-pj/a2c-PandaReachDense-v3,-0.53,-0.36,0.17
617
- 616,imerino,imerino/a2c-PandaReachDense-v3,-0.54,-0.34,0.2
618
- 617,AumBarai,AumBarai/a2c-PandaReachDense-v3,-0.55,-0.32,0.23
619
- 618,chelseadzd,chelseadzd/a2c-PandaReachDense-v3,-0.6,-0.31,0.29
620
- 619,vadhri,vadhri/a2c-PandaReachDense-v3,-0.6200000000000001,-0.34,0.28
621
- 620,mittelmandaniel,mittelmandaniel/a2c-PandaReachDense-v3,-0.64,-0.4,0.24
622
- 621,slava-medvedev,slava-medvedev/a2c-PandaReachDense-v3,-0.65,-0.39,0.26
623
- 622,Solitary12138,Solitary12138/PandaReachDense-v3-PandaReachDense-v3,-0.69,-0.38,0.31
624
- 623,Jobiniah,Jobiniah/a2c-PandaReachDense-v3,-0.69,-0.37,0.32
625
- 624,mike-krk,mike-krk/a2c-PandaReachDense-v3,-0.74,-0.37,0.37
626
- 625,wywang,wywang/a2c-PandaReachDense-v3,-0.76,-0.35,0.41
627
- 626,gaelcharrier,gaelcharrier/a2c-PandaReachDense-v3,-0.76,-0.38,0.38
628
- 627,km22,km22/a2c-PandaReachDense-v3,-0.8200000000000001,-0.34,0.48
629
- 628,samwell,samwell/a2c-PandaReachDense-v3,-0.9099999999999999,-0.42,0.49
630
- 629,varunsappa,varunsappa/a2c-PandaReachDense-v3,-0.91,-0.39,0.52
631
- 630,Osborn-bh,Osborn-bh/a2c-PandaReachDense-v3,-0.91,-0.39,0.52
632
- 631,enrique2701,enrique2701/a2c-PandaReachDense-v3-2,-1.02,-0.55,0.47
633
- 632,H-amza,H-amza/a2c-PandaReachDense-v3,-1.21,-0.45,0.76
634
- 633,ethompson93,ethompson93/a2c-PandaReachDense-v3,-1.25,-0.52,0.73
635
- 634,DavidCollier,DavidCollier/a2c-PandaReachDense-v3,-1.5,-0.48,1.02
636
- 635,pseudo2010,pseudo2010/a2c-PandaReachDense-v3,-1.6400000000000001,-0.66,0.98
637
- 636,Andyrasika,Andyrasika/a2c-PandaReachDense-v3,-1.6400000000000001,-0.56,1.08
638
- 637,Sofiane-Alla,Sofiane-Alla/a2c-PandaReachDense-v3,-1.7399999999999998,-0.59,1.15
639
- 638,hugo-massonnat,hugo-massonnat/a2c-PandaReachDense-v3,-1.9100000000000001,-0.86,1.05
640
- 639,Boyem,Boyem/a2c-2-PandaReachDense-v3,-1.9300000000000002,-0.61,1.32
641
- 640,OmBenz,OmBenz/a2c-PandaReachDense-v3,-1.94,-0.58,1.36
642
- 641,itsdhanoob,itsdhanoob/a2c-PandaReachDense-v3,-1.9900000000000002,-0.65,1.34
643
- 642,HeinrichWirth,HeinrichWirth/a2c-PandaReachDense-v3,-2.06,-0.62,1.44
644
- 643,agoel3705,agoel3705/a2c-PandaReachDense-v3,-2.13,-1.06,1.07
645
- 644,Lamurias,Lamurias/a2c-PandaReachDense-v3,-2.13,-0.88,1.25
646
- 645,magjico,magjico/a2c-PandaReachDense-v3,-2.44,-1.01,1.43
647
- 646,Farbum,Farbum/AC_PandaReachv3,-2.58,-1.54,1.04
648
- 647,damnloveless,damnloveless/a2c-PandaReachDense-v3,-2.6799999999999997,-1.01,1.67
649
- 648,tresbien1,tresbien1/a2c-PandaReachDense-v3,-2.98,-0.92,2.06
650
- 649,StevenPerrin,StevenPerrin/a2c-PandaReachDense-v3,-3.04,-1.16,1.88
651
- 650,Boyem,Boyem/a2c-PandaReachDense-v3,-3.04,-1.16,1.88
652
- 651,JuneV,JuneV/a2c-PandaReachDense-v3_unit6_RL_Course,-3.17,-1.26,1.91
653
- 652,Johnlhugface,Johnlhugface/a2c-PandaReachDense-v3,-3.2,-1.04,2.16
654
- 653,octnn,octnn/a2c-PandaReachDense-v3,-3.32,-1.27,2.05
655
- 654,tranquocthanh,tranquocthanh/a2c-PandaReachDense-v3,-3.3499999999999996,-1.32,2.03
656
- 655,enrique2701,enrique2701/a2c-PandaReachDense-v3,-3.87,-1.58,2.29
657
- 656,rika37,rika37/a2c-PandaReachDense-v3,-6.39,-2.29,4.1
658
- 657,jameswatanabegoogle2024,jameswatanabegoogle2024/a2c-PandaReachDense-v3,-10.66,-7.83,2.83
659
- 658,theZoo,theZoo/a2c-PandaReachDense-v3,-15.16,-11.07,4.09
660
- 659,sak-red,sak-red/a2c-PandaReachDense-v3,-15.239999999999998,-11.78,3.46
661
- 660,CJJ1234,CJJ1234/a2c-PandaReachDense-v3,-15.3,-12.18,3.12
662
- 661,Asheron,Asheron/a2c-PandaReachDense-v3-WSL1,-16.4,-10.38,6.02
663
- 662,marcogfedozzi,marcogfedozzi/sac-PandaReachDense-v3,-19.810000000000002,-11.68,8.13
664
- 663,Dotunnorth,Dotunnorth/a2c-PandaReachDense-v4,-19.9,-14.87,5.03
665
- 664,Hongsong,Hongsong/a2c-PandaReachDense-v3,-20.189999999999998,-18.08,2.11
666
- 665,wy2029,wy2029/a2c-PandaReachDense-v3,-20.39,-11.51,8.88
667
- 666,satanicmangoes,satanicmangoes/a2c-PandaReachDense-v3,-24.299999999999997,-15.95,8.35
668
- 667,aeyae,aeyae/a2c-PandaReachDense-v3,-25.490000000000002,-18.34,7.15
669
- 668,jameswatanabegoogle2024,jameswatanabegoogle2024/a2c-1234,-33.5,-17.37,16.13
 
 
285
  284,basil-ahmad,basil-ahmad/a2c-PandaReachDense-v3,-0.31,-0.19,0.12
286
  285,arminmrm93,arminmrm93/a2c-PandaReachDense-v3-v2,-0.31,-0.19,0.12
287
  286,alperenunlu,alperenunlu/a2c-PandaReachDense-v3,-0.31,-0.24,0.07
288
+ 287,ahGadji,ahGadji/a2c-PandaReachDense-v3,-0.31,-0.25,0.06
289
+ 288,aarongrainer,aarongrainer/a2c-PandaReachDense-v3,-0.31,-0.19,0.12
290
+ 289,XavierScor,XavierScor/a2c-PandaReachDense-v3,-0.31,-0.24,0.07
291
+ 290,TheSuperGroot,TheSuperGroot/a2c-PandaReachDense-v3,-0.31,-0.23,0.08
292
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293
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294
+ 293,Parth673,Parth673/PandaReachDense,-0.31,-0.22,0.09
295
+ 294,MrPrjnce,MrPrjnce/a2c-PandaReachDense-v3,-0.31,-0.2,0.11
296
+ 295,JoyboyXoXo,JoyboyXoXo/a2c-PandaReachDense-v3,-0.31,-0.23,0.08
297
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298
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299
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300
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301
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302
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303
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304
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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341
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342
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343
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344
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345
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346
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347
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348
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349
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350
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351
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352
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353
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354
+ 353,Lew,Lew/a2c-PandaReachDense-v3,-0.32,-0.26,0.06
355
+ 354,Keenan5755,Keenan5755/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
356
+ 355,JiriG,JiriG/a2c-PandaReachDense-v3,-0.32,-0.17,0.15
357
+ 356,ITneo0110,ITneo0110/a2c-PandaReachDense-v3,-0.32,-0.2,0.12
358
+ 357,GerardMR,GerardMR/PandaReachDense-v3,-0.32,-0.21,0.11
359
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360
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361
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362
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363
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364
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365
+ 364,papepipopu,papepipopu/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
366
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367
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368
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369
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370
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371
+ 370,atmikah,atmikah/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
372
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373
+ 372,Statos6,Statos6/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
374
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375
+ 374,KVNAditya,KVNAditya/drl__u6__prd,-0.32999999999999996,-0.24,0.09
376
+ 375,KMJJJJ,KMJJJJ/ppo,-0.32999999999999996,-0.21,0.12
377
+ 376,BanUrsus,BanUrsus/a2c-PandaReachDense-v3,-0.32999999999999996,-0.21,0.12
378
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379
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380
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381
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382
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383
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384
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385
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386
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387
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388
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389
+ 388,hui168,hui168/a2c-PandaReachDense-v3,-0.33,-0.2,0.13
390
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391
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392
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393
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394
+ 393,calvinyz,calvinyz/a2c-PandaReachDense-v3,-0.33,-0.23,0.1
395
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396
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397
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398
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399
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400
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401
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402
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403
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404
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405
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406
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407
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408
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409
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410
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411
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412
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413
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414
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415
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416
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417
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418
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419
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420
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421
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422
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423
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424
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425
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426
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427
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428
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429
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430
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431
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432
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433
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434
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435
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436
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437
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438
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439
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440
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441
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442
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443
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444
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445
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446
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447
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448
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449
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450
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451
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452
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453
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454
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455
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456
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Pixelcopter-PLE-v0.csv CHANGED
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Taxi-v3.csv CHANGED
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