Dataset Viewer
Auto-converted to Parquet
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

meta/info.json:

{
    "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