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Browse files- README.md +33 -0
- dataset/data-00000-of-00001.arrow +3 -0
- dataset/dataset_info.json +47 -0
- dataset/state.json +13 -0
- episode_data_index.safetensors +3 -0
- meta_data/info.json +1 -0
- stats.safetensors +3 -0
README.md
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---
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task_categories:
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- reinforcement-learning
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- robotics
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license: mit
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---
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# Ball Maze Environment Dataset
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This dataset contains episodes of a ball maze environment, converted to the LeRobot format for visualization and training.
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## Features
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- RGB camera view of the maze environment
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- State space representation (x, y, dx, dy)
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- Actions (2D force vector)
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- Episode indexing and timestamps
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## Usage
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```python
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from lerobot.common.datasets.lerobot_dataset import LeRobotDataset
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dataset = LeRobotDataset("Sagar18/ball-maze-lerobot")
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```
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## Visualization
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You can visualize episodes using the LeRobot visualization tools:
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```bash
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python lerobot/scripts/visualize_dataset.py --repo-id Sagar18/ball-maze-lerobot --episode-index 0
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```
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dataset/data-00000-of-00001.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:d3e13997e203f03dd663d582a4b074c6cd84d5bd844b779298dfb92e7ea23e57
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size 109258832
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dataset/dataset_info.json
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{
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"citation": "",
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"description": "",
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"features": {
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"episode_index": {
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"dtype": "int64",
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"_type": "Value"
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},
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"frame_index": {
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"dtype": "int64",
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"_type": "Value"
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},
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"timestamp": {
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"dtype": "float32",
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"_type": "Value"
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},
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"camera.rgb": {
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"_type": "Image"
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},
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"observation.state": {
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"feature": {
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"dtype": "float32",
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"_type": "Value"
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},
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"length": 4,
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"_type": "Sequence"
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},
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"action": {
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"feature": {
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"dtype": "float32",
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"_type": "Value"
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},
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"length": 2,
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"_type": "Sequence"
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},
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"next.done": {
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"dtype": "bool",
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"_type": "Value"
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},
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"index": {
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"dtype": "int64",
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"_type": "Value"
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}
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},
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"homepage": "",
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"license": ""
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}
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dataset/state.json
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{
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"_data_files": [
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{
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"filename": "data-00000-of-00001.arrow"
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}
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],
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"_fingerprint": "cdfd46e92d83ea6e",
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"_format_columns": null,
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"_format_kwargs": {},
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"_format_type": null,
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"_output_all_columns": false,
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"_split": null
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}
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episode_data_index.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:cfbdba6c3a2aae5285cace50a154978e58b359aff1e71533ce54acce4fc1af3e
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size 2584
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meta_data/info.json
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{"fps": 30, "video": false, "version": "v1.4"}
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stats.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:c9c56827b671a6552051edf6f8e18bdef7eb6a482b8f7264e028716595c376d4
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size 336
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