Search is not available for this dataset
observation.state
sequence
action
sequence
timestamp
float32
0
39.8
episode_index
int64
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frame_index
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next.reward
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2 classes
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19
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This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.0",
    "robot_type": "unknown",
    "total_episodes": 100,
    "total_frames": 12971,
    "total_tasks": 1,
    "total_videos": 100,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 5,
    "splits": {
        "train": "0:100"
    },
    "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": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ],
            "video_info": {
                "video.fps": 5.0,
                "video.codec": "av1",
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}

Citation

BibTeX:

@inproceedings{padalkar2023guiding,
    title={Guiding Reinforcement Learning with Shared Control Templates},
    author={Padalkar, Abhishek and Quere, Gabriel and Steinmetz, Franz and Raffin, Antonin and Nieuwenhuisen, Matthias and Silv{\'e}rio, Jo{\~a}o and Stulp, Freek},
    booktitle={40th IEEE International Conference on Robotics and Automation, ICRA 2023},
    year={2023},
    organization={IEEE}
}
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