Open X-Embodiment
					Collection
				
Datasets from Open X-Embodiment (OXE) in LeRobot dataset format 
					• 
				57 items
				• 
				Updated
					
				•
					
					5
| observation.state
				 listlengths 8 8 | action
				 listlengths 7 7 | timestamp
				 float32 0 0.9 | episode_index
				 int64 0 198 | frame_index
				 int64 0 9 | next.reward
				 float32 0 0.97 | next.done
				 bool 2
				classes | index
				 int64 0 1.99k | task_index
				 int64 0 2 | 
|---|---|---|---|---|---|---|---|---|
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  0,
  0,
  0
] | 
	[
  -0.052068233489990234,
  -0.054710984230041504,
  -0.07176023721694946,
  0.1948835253715515,
  0.04369259998202324,
  -0.12615534663200378,
  0
] | 0.9 | 9 | 9 | 0 | true | 99 | 0 | 
This dataset was created using LeRobot.
{
    "codebase_version": "v2.0",
    "robot_type": "unknown",
    "total_episodes": 199,
    "total_frames": 1990,
    "total_tasks": 3,
    "total_videos": 398,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 10,
    "splits": {
        "train": "0:199"
    },
    "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.images.image": {
            "dtype": "video",
            "shape": [
                64,
                64,
                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.images.highres_image": {
            "dtype": "video",
            "shape": [
                480,
                640,
                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
            }
        },
        "language_instruction": {
            "dtype": "string",
            "shape": [
                1
            ],
            "names": null
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                8
            ],
            "names": {
                "motors": [
                    "motor_0",
                    "motor_1",
                    "motor_2",
                    "motor_3",
                    "motor_4",
                    "motor_5",
                    "motor_6",
                    "motor_7"
                ]
            }
        },
        "action": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": {
                "motors": [
                    "motor_0",
                    "motor_1",
                    "motor_2",
                    "motor_3",
                    "motor_4",
                    "motor_5",
                    "motor_6"
                ]
            }
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "episode_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "frame_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "next.reward": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "next.done": {
            "dtype": "bool",
            "shape": [
                1
            ],
            "names": null
        },
        "index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}
BibTeX:
@inproceedings{mendonca2023structured,
    title={Structured World Models from Human Videos},
    author={Mendonca, Russell  and Bahl, Shikhar and Pathak, Deepak},
    journal={RSS},
    year={2023}
}