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This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.0",
    "robot_type": "unknown",
    "total_episodes": 800,
    "total_frames": 20000,
    "total_tasks": 1,
    "total_videos": 800,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 15,
    "splits": {
        "train": "0:800"
    },
    "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": [
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            "names": [
                "height",
                "width",
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            "video_info": {
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                "video.codec": "av1",
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        },
        "observation.state": {
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            "names": {
                "motors": [
                    "motor_0",
                    "motor_1",
                    "motor_2",
                    "motor_3"
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        },
        "action": {
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            "names": {
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        "timestamp": {
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        "next.reward": {
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        "next.done": {
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        "task_index": {
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            "names": null
        }
    }
}

Citation

BibTeX:


@inproceedings{Hansen2022tdmpc,
    title={Temporal Difference Learning for Model Predictive Control},
    author={Nicklas Hansen and Xiaolong Wang and Hao Su},
    booktitle={ICML},
    year={2022}
}
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