README.md

---
license: apache-2.0
task_categories:
- robotics
tags:
- LeRobot
configs:
- config_name: default
  data_files: data/*/*.parquet
---

This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).

## Dataset Description



- **Homepage:** [More Information Needed]
- **Paper:** [More Information Needed]
- **License:** apache-2.0

## Dataset Structure

[meta/info.json](meta/info.json):
```json
{
    "codebase_version": "v3.0",
    "robot_type": "panda",
    "total_episodes": 100,
    "total_frames": 15210,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 500,
    "fps": 20,
    "splits": {
        "train": "0:100"
    },
    "data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
    "video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
    "features": {
        "observation.state": {
            "dtype": "float32",
            "shape": [
                9
            ],
            "names": [
                "eef_pos_x",
                "eef_pos_y",
                "eef_pos_z",
                "eef_quat_x",
                "eef_quat_y",
                "eef_quat_z",
                "eef_quat_w",
                "gripper_qpos_left",
                "gripper_qpos_right"
            ]
        },
        "observation.environment_state": {
            "dtype": "float32",
            "shape": [
                17
            ],
            "names": [
                "nut_to_eef_pos_x",
                "nut_to_eef_pos_y",
                "nut_to_eef_pos_z",
                "nut_to_eef_quat_x",
                "nut_to_eef_quat_y",
                "nut_to_eef_quat_z",
                "nut_to_eef_quat_w",
                "nut_pos_x",
                "nut_pos_y",
                "nut_pos_z",
                "nut_quat_x",
                "nut_quat_y",
                "nut_quat_z",
                "nut_quat_w",
                "peg_pos_x",
                "peg_pos_y",
                "peg_pos_z"
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": [
                "delta_eef_pos_x",
                "delta_eef_pos_y",
                "delta_eef_pos_z",
                "delta_eef_rot_x",
                "delta_eef_rot_y",
                "delta_eef_rot_z",
                "gripper_action"
            ]
        },
        "steps_to_go": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": [
                "steps_to_go"
            ]
        },
        "source": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": [
                "source_id"
            ]
        },
        "success": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": [
                "success_flag"
            ]
        },
        "is_valid": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": [
                "is_valid_flag"
            ]
        },
        "reward": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": [
                "reward"
            ]
        },
        "done": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": [
                "done_flag"
            ]
        },
        "observation.images.agentview": {
            "dtype": "video",
            "shape": [
                84,
                84,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 84,
                "video.width": 84,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 20,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.robot0_eye_in_hand": {
            "dtype": "video",
            "shape": [
                84,
                84,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 84,
                "video.width": 84,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 20,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "frame_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "episode_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}
```


## Citation

**BibTeX:**

```bibtex
[More Information Needed]
```