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berkeley_gnm_cory_hall

Tasks:
Robotics
Modalities:
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  ---
 
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  task_categories:
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  - robotics
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  tags:
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  - LeRobot
 
 
 
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  ---
 
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  This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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- [meta/info.json](meta/info.json)
 
 
 
 
 
 
 
 
 
 
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  ```json
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  {
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  "codebase_version": "v2.0",
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- "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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  "robot_type": "unknown",
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  "total_episodes": 7331,
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  "total_frames": 156012,
@@ -22,57 +36,137 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
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  "splits": {
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  "train": "0:7331"
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  },
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- "keys": [
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- "observation.state",
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- "action"
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- ],
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- "videos": {
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- "videos_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
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- "video.is_depth_map": false,
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- "has_audio": false
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  }
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  }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```
 
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  ---
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+ license: mit
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  task_categories:
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  - robotics
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  tags:
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  - LeRobot
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+ configs:
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+ - config_name: default
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+ data_files: data/*/*.parquet
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  ---
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+
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  This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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+ ## Dataset Description
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+
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+
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+
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+ - **Homepage:** [More Information Needed]
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+ - **Paper:** https://arxiv.org/abs/1709.10489
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+ - **License:** mit
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+
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+ ## Dataset Structure
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+
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+ [meta/info.json](meta/info.json):
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  ```json
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  {
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  "codebase_version": "v2.0",
 
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  "robot_type": "unknown",
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  "total_episodes": 7331,
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  "total_frames": 156012,
 
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  "splits": {
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  "train": "0:7331"
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  },
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+ "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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+ "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
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+ "features": {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "observation.images.image": {
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+ "dtype": "video",
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+ "shape": [
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+ 64,
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+ 86,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channel"
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+ ],
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+ "video_info": {
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "language_instruction": {
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+ "dtype": "string",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "observation.state": {
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+ "dtype": "float32",
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+ "shape": [
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+ 9
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+ ],
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+ "names": {
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+ "motors": [
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+ "motor_0",
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+ "motor_1",
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+ "motor_2",
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+ "motor_3",
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+ "motor_4",
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+ "motor_5",
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+ "motor_6",
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+ "motor_7",
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+ "motor_8"
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+ ]
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+ }
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+ },
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+ "action": {
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+ "shape": [
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+ 7
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+ ],
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+ "names": {
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+ "motors": [
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+ "motor_0",
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+ "motor_1",
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+ "motor_2",
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+ "motor_3",
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+ "motor_4",
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+ "motor_5",
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+ "motor_6"
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+ ]
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+ }
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+ },
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+ },
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+ },
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+ ],
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+ "names": null
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+ },
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+ "next.reward": {
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+ ],
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+ },
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+ "next.done": {
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+ "dtype": "bool",
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+ "shape": [
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+ 1
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+ ],
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+ },
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+ "index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "task_index": {
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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  }
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  }
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  }
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+ ```
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+
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+
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+ ## Citation
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+
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+ **BibTeX:**
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+
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+ ```bibtex
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+ @inproceedings{kahn2018self,
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+ title={Self-supervised deep reinforcement learning with generalized computation graphs for robot navigation},
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+ author={Kahn, Gregory and Villaflor, Adam and Ding, Bosen and Abbeel, Pieter and Levine, Sergey},
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+ booktitle={2018 IEEE international conference on robotics and automation (ICRA)},
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+ pages={5129--5136},
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+ year={2018},
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+ organization={IEEE}
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+ }
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  ```