Datasets:
Dataset Viewer
Search is not available for this dataset
observation.state
listlengths 2
2
| action
listlengths 2
2
| episode_index
int64 1
64
| frame_index
int64 0
809
| timestamp
float64 0
80.9
| next.reward
float64 0
0.96
| next.done
bool 2
classes | next.success
bool 2
classes | index
int64 296
34.8k
| task_index
int64 0
0
| __index_level_0__
int64 0
809
|
|---|---|---|---|---|---|---|---|---|---|---|
[
0.10915012657642365,
0.42671337723731995
] |
[
0,
0
] | 1
| 0
| 0
| 0.4236
| false
| false
| 296
| 0
| 0
|
[
0.10915012657642365,
0.42671337723731995
] |
[
-1,
0
] | 1
| 1
| 0.1
| 0.4236
| false
| false
| 297
| 0
| 1
|
[
0.10915012657642365,
0.42671337723731995
] |
[
-1,
0
] | 1
| 2
| 0.2
| 0.4236
| false
| false
| 298
| 0
| 2
|
[
0.10915012657642365,
0.42671337723731995
] |
[
-1,
0
] | 1
| 3
| 0.3
| 0.4236
| false
| false
| 299
| 0
| 3
|
[
0.10654445737600327,
0.42670807242393494
] |
[
-1,
0
] | 1
| 4
| 0.4
| 0.4236
| false
| false
| 300
| 0
| 4
|
[
0.10354319959878922,
0.42670029401779175
] |
[
-1,
0
] | 1
| 5
| 0.5
| 0.4236
| false
| false
| 301
| 0
| 5
|
[
0.1010761484503746,
0.426694393157959
] |
[
-1,
0
] | 1
| 6
| 0.6
| 0.4236
| false
| false
| 302
| 0
| 6
|
[
0.09772336483001709,
0.4266848564147949
] |
[
-1,
0
] | 1
| 7
| 0.7
| 0.4236
| false
| false
| 303
| 0
| 7
|
[
0.09501428157091141,
0.42667847871780396
] |
[
-1,
0
] | 1
| 8
| 0.8
| 0.4236
| false
| false
| 304
| 0
| 8
|
[
0.09291606396436691,
0.42667269706726074
] |
[
-1,
0
] | 1
| 9
| 0.9
| 0.4236
| false
| false
| 305
| 0
| 9
|
[
0.08985573798418045,
0.42666539549827576
] |
[
-1,
0
] | 1
| 10
| 1
| 0.4236
| false
| false
| 306
| 0
| 10
|
[
0.08788514137268066,
0.4266601800918579
] |
[
-1,
0
] | 1
| 11
| 1.1
| 0.4236
| false
| false
| 307
| 0
| 11
|
[
0.08497791737318039,
0.4266532361507416
] |
[
-1,
0
] | 1
| 12
| 1.2
| 0.4236
| false
| false
| 308
| 0
| 12
|
[
0.08050991594791412,
0.42664241790771484
] |
[
-1,
0
] | 1
| 13
| 1.3
| 0.4236
| false
| false
| 309
| 0
| 13
|
[
0.07910018414258957,
0.4266374707221985
] |
[
-1,
0
] | 1
| 14
| 1.4
| 0.4236
| false
| false
| 310
| 0
| 14
|
[
0.07593639194965363,
0.4266304671764374
] |
[
-1,
0
] | 1
| 15
| 1.5
| 0.4236
| false
| false
| 311
| 0
| 15
|
[
0.07296960800886154,
0.4266231954097748
] |
[
-1,
0
] | 1
| 16
| 1.6
| 0.4236
| false
| false
| 312
| 0
| 16
|
[
0.07051720470190048,
0.42661699652671814
] |
[
-1,
0
] | 1
| 17
| 1.7
| 0.4236
| false
| false
| 313
| 0
| 17
|
[
0.06725309789180756,
0.42660757899284363
] |
[
-1,
0
] | 1
| 18
| 1.8
| 0.4236
| false
| false
| 314
| 0
| 18
|
[
0.0654018372297287,
0.426603227853775
] |
[
-1,
0
] | 1
| 19
| 1.9
| 0.4236
| false
| false
| 315
| 0
| 19
|
[
0.06254328042268753,
0.4265960156917572
] |
[
-1,
0
] | 1
| 20
| 2
| 0.4236
| false
| false
| 316
| 0
| 20
|
[
0.060228247195482254,
0.42659083008766174
] |
[
-1,
0
] | 1
| 21
| 2.1
| 0.4236
| false
| false
| 317
| 0
| 21
|
[
0.057567063719034195,
0.42658373713493347
] |
[
-1,
0
] | 1
| 22
| 2.2
| 0.4236
| false
| false
| 318
| 0
| 22
|
[
0.05537514016032219,
0.4265788793563843
] |
[
-1,
0
] | 1
| 23
| 2.3
| 0.4236
| false
| false
| 319
| 0
| 23
|
[
0.05211339145898819,
0.426570326089859
] |
[
-1,
0
] | 1
| 24
| 2.4
| 0.4236
| false
| false
| 320
| 0
| 24
|
[
0.048582855612039566,
0.4265609085559845
] |
[
-1,
-1
] | 1
| 25
| 2.5
| 0.4236
| false
| false
| 321
| 0
| 25
|
[
0.046524956822395325,
0.42655497789382935
] |
[
-1,
-1
] | 1
| 26
| 2.6
| 0.4236
| false
| false
| 322
| 0
| 26
|
[
0.0441385842859745,
0.4270849823951721
] |
[
-1,
-1
] | 1
| 27
| 2.7
| 0.4236
| false
| false
| 323
| 0
| 27
|
[
0.04218590259552002,
0.42916905879974365
] |
[
-1,
-1
] | 1
| 28
| 2.8
| 0.4236
| false
| false
| 324
| 0
| 28
|
[
0.03929276391863823,
0.4320841133594513
] |
[
-1,
-1
] | 1
| 29
| 2.9
| 0.4236
| false
| false
| 325
| 0
| 29
|
[
0.03525560721755028,
0.436131089925766
] |
[
-1,
-1
] | 1
| 30
| 3
| 0.4236
| false
| false
| 326
| 0
| 30
|
[
0.033797841519117355,
0.4375865161418915
] |
[
-1,
-1
] | 1
| 31
| 3.1
| 0.4236
| false
| false
| 327
| 0
| 31
|
[
0.02986927703022957,
0.4415285289287567
] |
[
-1,
-1
] | 1
| 32
| 3.2
| 0.4236
| false
| false
| 328
| 0
| 32
|
[
0.028687583282589912,
0.4427073895931244
] |
[
-1,
-1
] | 1
| 33
| 3.3
| 0.4236
| false
| false
| 329
| 0
| 33
|
[
0.02454390935599804,
0.446859210729599
] |
[
-1,
0
] | 1
| 34
| 3.4
| 0.4236
| false
| false
| 330
| 0
| 34
|
[
0.023805927485227585,
0.44759806990623474
] |
[
-1,
0
] | 1
| 35
| 3.5
| 0.4236
| false
| false
| 331
| 0
| 35
|
[
0.019334623590111732,
0.4515431523323059
] |
[
-1,
0
] | 1
| 36
| 3.6
| 0.4236
| false
| false
| 332
| 0
| 36
|
[
0.018557623028755188,
0.45142751932144165
] |
[
-1,
0
] | 1
| 37
| 3.7
| 0.4236
| false
| false
| 333
| 0
| 37
|
[
0.014694686979055405,
0.45146653056144714
] |
[
-1,
0
] | 1
| 38
| 3.8
| 0.4236
| false
| false
| 334
| 0
| 38
|
[
0.011157515458762646,
0.45145782828330994
] |
[
-1,
0
] | 1
| 39
| 3.9
| 0.4236
| false
| false
| 335
| 0
| 39
|
[
0.009190904907882214,
0.45145317912101746
] |
[
-1,
0
] | 1
| 40
| 4
| 0.4236
| false
| false
| 336
| 0
| 40
|
[
0.005841029342263937,
0.4514443278312683
] |
[
-1,
0
] | 1
| 41
| 4.1
| 0.4236
| false
| false
| 337
| 0
| 41
|
[
0.004339008126407862,
0.45144185423851013
] |
[
-1,
0
] | 1
| 42
| 4.2
| 0.4236
| false
| false
| 338
| 0
| 42
|
[
0.0010556853376328945,
0.45143333077430725
] |
[
-1,
0
] | 1
| 43
| 4.3
| 0.4236
| false
| false
| 339
| 0
| 43
|
[
-0.001979054883122444,
0.4514261782169342
] |
[
-1,
0
] | 1
| 44
| 4.4
| 0.4236
| false
| false
| 340
| 0
| 44
|
[
-0.00518100056797266,
0.4514203667640686
] |
[
-1,
0
] | 1
| 45
| 4.5
| 0.4236
| false
| false
| 341
| 0
| 45
|
[
-0.006556337233632803,
0.45141705870628357
] |
[
-1,
0
] | 1
| 46
| 4.6
| 0.4236
| false
| false
| 342
| 0
| 46
|
[
-0.010375382378697395,
0.4514074921607971
] |
[
-1,
0
] | 1
| 47
| 4.7
| 0.4236
| false
| false
| 343
| 0
| 47
|
[
-0.011841229163110256,
0.4514036178588867
] |
[
-1,
0
] | 1
| 48
| 4.8
| 0.4236
| false
| false
| 344
| 0
| 48
|
[
-0.015253092162311077,
0.4513961672782898
] |
[
-1,
0
] | 1
| 49
| 4.9
| 0.4236
| false
| false
| 345
| 0
| 49
|
[
-0.016992203891277313,
0.4513918459415436
] |
[
-1,
0
] | 1
| 50
| 5
| 0.4236
| false
| false
| 346
| 0
| 50
|
[
-0.021129561588168144,
0.4513814449310303
] |
[
-1,
-1
] | 1
| 51
| 5.1
| 0.4236
| false
| false
| 347
| 0
| 51
|
[
-0.02163795381784439,
0.45138049125671387
] |
[
-1,
0
] | 1
| 52
| 5.2
| 0.4236
| false
| false
| 348
| 0
| 52
|
[
-0.025627681985497475,
0.45153146982192993
] |
[
-1,
0
] | 1
| 53
| 5.3
| 0.4236
| false
| false
| 349
| 0
| 53
|
[
-0.028671300038695335,
0.4540976583957672
] |
[
-1,
0
] | 1
| 54
| 5.4
| 0.4236
| false
| false
| 350
| 0
| 54
|
[
-0.03067925199866295,
0.4539833068847656
] |
[
-1,
0
] | 1
| 55
| 5.5
| 0.4236
| false
| false
| 351
| 0
| 55
|
[
-0.03360511362552643,
0.45396387577056885
] |
[
-1,
0
] | 1
| 56
| 5.6
| 0.4236
| false
| false
| 352
| 0
| 56
|
[
-0.03555472567677498,
0.4539584219455719
] |
[
-1,
-1
] | 1
| 57
| 5.7
| 0.4236
| false
| false
| 353
| 0
| 57
|
[
-0.039449989795684814,
0.4539485573768616
] |
[
-1,
-1
] | 1
| 58
| 5.8
| 0.4236
| false
| false
| 354
| 0
| 58
|
[
-0.04172401502728462,
0.45394352078437805
] |
[
-1,
0
] | 1
| 59
| 5.9
| 0.4236
| false
| false
| 355
| 0
| 59
|
[
-0.04394865781068802,
0.45612695813179016
] |
[
-1,
0
] | 1
| 60
| 6
| 0.4236
| false
| false
| 356
| 0
| 60
|
[
-0.04710093513131142,
0.4587280750274658
] |
[
-1,
0
] | 1
| 61
| 6.1
| 0.4236
| false
| false
| 357
| 0
| 61
|
[
-0.05127662792801857,
0.45858490467071533
] |
[
-1,
-1
] | 1
| 62
| 6.2
| 0.4236
| false
| false
| 358
| 0
| 62
|
[
-0.05254776403307915,
0.45858654379844666
] |
[
-1,
-1
] | 1
| 63
| 6.3
| 0.4236
| false
| false
| 359
| 0
| 63
|
[
-0.05550574138760567,
0.45937204360961914
] |
[
-1,
-1
] | 1
| 64
| 6.4
| 0.4236
| false
| false
| 360
| 0
| 64
|
[
-0.05748410150408745,
0.4613614082336426
] |
[
-1,
0
] | 1
| 65
| 6.5
| 0.4236
| false
| false
| 361
| 0
| 65
|
[
-0.060655198991298676,
0.4645509123802185
] |
[
-1,
0
] | 1
| 66
| 6.6
| 0.4236
| false
| false
| 362
| 0
| 66
|
[
-0.06225069984793663,
0.46614474058151245
] |
[
-1,
-1
] | 1
| 67
| 6.7
| 0.4236
| false
| false
| 363
| 0
| 67
|
[
-0.06552185863256454,
0.4665606617927551
] |
[
-1,
-1
] | 1
| 68
| 6.8
| 0.4236
| false
| false
| 364
| 0
| 68
|
[
-0.06696351617574692,
0.4665614664554596
] |
[
-1,
0
] | 1
| 69
| 6.9
| 0.4236
| false
| false
| 365
| 0
| 69
|
[
-0.07122017443180084,
0.46967917680740356
] |
[
-1,
0
] | 1
| 70
| 7
| 0.4236
| false
| false
| 366
| 0
| 70
|
[
-0.07391900569200516,
0.47218525409698486
] |
[
-1,
-1
] | 1
| 71
| 7.1
| 0.4236
| false
| false
| 367
| 0
| 71
|
[
-0.0758780986070633,
0.47201406955718994
] |
[
-1,
0
] | 1
| 72
| 7.2
| 0.4236
| false
| false
| 368
| 0
| 72
|
[
-0.07892434298992157,
0.47203806042671204
] |
[
-1,
-1
] | 1
| 73
| 7.3
| 0.4236
| false
| false
| 369
| 0
| 73
|
[
-0.08309441804885864,
0.4749166667461395
] |
[
-1,
0
] | 1
| 74
| 7.4
| 0.4236
| false
| false
| 370
| 0
| 74
|
[
-0.08436994254589081,
0.47470077872276306
] |
[
-1,
0
] | 1
| 75
| 7.5
| 0.4236
| false
| false
| 371
| 0
| 75
|
[
-0.0876847505569458,
0.4774424135684967
] |
[
-1,
-1
] | 1
| 76
| 7.6
| 0.4236
| false
| false
| 372
| 0
| 76
|
[
-0.08989368379116058,
0.4771937131881714
] |
[
-1,
-1
] | 1
| 77
| 7.7
| 0.4236
| false
| false
| 373
| 0
| 77
|
[
-0.09236837923526764,
0.4777413308620453
] |
[
-1,
-1
] | 1
| 78
| 7.8
| 0.4236
| false
| false
| 374
| 0
| 78
|
[
-0.09655579179525375,
0.48207417130470276
] |
[
-1,
-1
] | 1
| 79
| 7.9
| 0.4236
| false
| false
| 375
| 0
| 79
|
[
-0.09781734645366669,
0.483333021402359
] |
[
-1,
-1
] | 1
| 80
| 8
| 0.4236
| false
| false
| 376
| 0
| 80
|
[
-0.10166580229997635,
0.48718640208244324
] |
[
-1,
-1
] | 1
| 81
| 8.1
| 0.4236
| false
| false
| 377
| 0
| 81
|
[
-0.10312952101230621,
0.4886503517627716
] |
[
-1,
-1
] | 1
| 82
| 8.2
| 0.4236
| false
| false
| 378
| 0
| 82
|
[
-0.10632360726594925,
0.49185237288475037
] |
[
-1,
-1
] | 1
| 83
| 8.3
| 0.4236
| false
| false
| 379
| 0
| 83
|
[
-0.10829083621501923,
0.4938183128833771
] |
[
0,
-1
] | 1
| 84
| 8.4
| 0.4236
| false
| false
| 380
| 0
| 84
|
[
-0.11176218837499619,
0.4972972869873047
] |
[
0,
-1
] | 1
| 85
| 8.5
| 0.4236
| false
| false
| 381
| 0
| 85
|
[
-0.11293639987707138,
0.49846914410591125
] |
[
0,
-1
] | 1
| 86
| 8.6
| 0.4236
| false
| false
| 382
| 0
| 86
|
[
-0.11395453661680222,
0.5026034712791443
] |
[
0,
-1
] | 1
| 87
| 8.7
| 0.4236
| false
| false
| 383
| 0
| 87
|
[
-0.11395935714244843,
0.5057228803634644
] |
[
0,
-1
] | 1
| 88
| 8.8
| 0.4236
| false
| false
| 384
| 0
| 88
|
[
-0.11395616084337234,
0.5076887607574463
] |
[
0,
-1
] | 1
| 89
| 8.9
| 0.4236
| false
| false
| 385
| 0
| 89
|
[
-0.11394913494586945,
0.5103145241737366
] |
[
0,
-1
] | 1
| 90
| 9
| 0.4236
| false
| false
| 386
| 0
| 90
|
[
-0.11394718289375305,
0.512295663356781
] |
[
0,
-1
] | 1
| 91
| 9.1
| 0.4236
| false
| false
| 387
| 0
| 91
|
[
-0.11393687129020691,
0.5164138078689575
] |
[
0,
-1
] | 1
| 92
| 9.2
| 0.4236
| false
| false
| 388
| 0
| 92
|
[
-0.11393161863088608,
0.5191158652305603
] |
[
0,
-1
] | 1
| 93
| 9.3
| 0.4236
| false
| false
| 389
| 0
| 93
|
[
-0.113927461206913,
0.5223813652992249
] |
[
0,
-1
] | 1
| 94
| 9.4
| 0.4236
| false
| false
| 390
| 0
| 94
|
[
-0.1139221042394638,
0.5242584943771362
] |
[
1,
-1
] | 1
| 95
| 9.5
| 0.4236
| false
| false
| 391
| 0
| 95
|
[
-0.11391744762659073,
0.5277969837188721
] |
[
1,
-1
] | 1
| 96
| 9.6
| 0.4236
| false
| false
| 392
| 0
| 96
|
[
-0.11391327530145645,
0.5289566516876221
] |
[
1,
-1
] | 1
| 97
| 9.7
| 0.4236
| false
| false
| 393
| 0
| 97
|
[
-0.11067293584346771,
0.532287061214447
] |
[
1,
-1
] | 1
| 98
| 9.8
| 0.4236
| false
| false
| 394
| 0
| 98
|
[
-0.10947101563215256,
0.5334881544113159
] |
[
1,
-1
] | 1
| 99
| 9.9
| 0.4236
| false
| false
| 395
| 0
| 99
|
End of preview. Expand
in Data Studio
This dataset was created using LeRobot.
Dataset Structure
{
"codebase_version": "v2.0",
"robot_type": "unknown",
"total_episodes": 206,
"total_frames": 25650,
"total_tasks": 1,
"total_videos": 206,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:206"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
"features": {
"observation.image": {
"dtype": "video",
"shape": [
96,
96,
3
],
"names": [
"height",
"width",
"channel"
],
"video_info": {
"video.fps": 10.0,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"has_audio": false
}
},
"observation.state": {
"dtype": "float32",
"shape": [
2
],
"names": {
"motors": [
"motor_0",
"motor_1"
]
}
},
"action": {
"dtype": "float32",
"shape": [
2
],
"names": {
"motors": [
"motor_0",
"motor_1"
]
}
},
"episode_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"frame_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"timestamp": {
"dtype": "float32",
"shape": [
1
],
"names": null
},
"next.reward": {
"dtype": "float32",
"shape": [
1
],
"names": null
},
"next.done": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"next.success": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"task_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
}
}
}
Citation
BibTeX:
@article{chi2024diffusionpolicy,
author = {Cheng Chi and Zhenjia Xu and Siyuan Feng and Eric Cousineau and Yilun Du and Benjamin Burchfiel and Russ Tedrake and Shuran Song},
title ={Diffusion Policy: Visuomotor Policy Learning via Action Diffusion},
journal = {The International Journal of Robotics Research},
year = {2024},
}
- Downloads last month
- 10