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  1. README.md +199 -0
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README.md ADDED
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+ ---
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+ license: apache-2.0
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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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+ # Merged LeRobot Dataset
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+
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+ This dataset was created by merging multiple LeRobot datasets using the [LeRobot](https://github.com/huggingface/lerobot) merge tool.
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+
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+ ## Source Datasets
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+
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+ This merged dataset combines the following 3 datasets:
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+
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+ - [jackvial/koch_screwdriver_attach_orange_panel_1_e5](https://huggingface.co/datasets/jackvial/koch_screwdriver_attach_orange_panel_1_e5)
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+ - [jackvial/koch_screwdriver_attach_orange_panel_29_e5](https://huggingface.co/datasets/jackvial/koch_screwdriver_attach_orange_panel_29_e5)
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+ - [jackvial/koch_screwdriver_attach_orange_panel_30_e5](https://huggingface.co/datasets/jackvial/koch_screwdriver_attach_orange_panel_30_e5)
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+
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+ ## Dataset Statistics
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+
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+ - **Total Episodes**: 15
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+ - **Total Frames**: 3173
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+ - **Robot Type**: koch_screwdriver_follower
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+ - **FPS**: 30
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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": "v2.1",
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+ "robot_type": "koch_screwdriver_follower",
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+ "total_episodes": 15,
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+ "total_frames": 3173,
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+ "total_tasks": 2,
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+ "total_videos": 0,
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+ "total_chunks": 0,
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+ "chunks_size": 1000,
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+ "fps": 30,
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+ "splits": {
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+ "train": "0:15"
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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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+ "action": {
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+ "dtype": "float32",
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+ "shape": [
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+ 6
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+ ],
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+ "names": [
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+ "shoulder_pan.pos",
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+ "shoulder_lift.pos",
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+ "elbow_flex.pos",
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+ "wrist_flex.pos",
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+ "wrist_roll.pos",
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+ "screwdriver.vel"
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+ ]
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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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+ 6
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+ ],
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+ "names": [
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+ "shoulder_pan.pos",
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+ "shoulder_lift.pos",
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+ "elbow_flex.pos",
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+ "wrist_flex.pos",
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+ "wrist_roll.pos",
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+ "screwdriver.vel"
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+ ]
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+ },
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+ "observation.images.screwdriver": {
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+ "dtype": "video",
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+ "shape": [
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+ 600,
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+ 800,
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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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+ "channels"
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+ ],
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+ "info": {
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+ "video.height": 600,
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+ "video.width": 800,
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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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+ "video.fps": 30,
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+ "video.channels": 3,
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+ "has_audio": false
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+ }
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+ },
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+ "observation.images.side": {
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+ "dtype": "video",
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+ "shape": [
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+ 600,
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+ 800,
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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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+ "channels"
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+ ],
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+ "info": {
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+ "video.height": 600,
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+ "video.width": 800,
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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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+ "video.fps": 30,
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+ "video.channels": 3,
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+ "has_audio": false
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+ }
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+ },
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+ "observation.images.top": {
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+ "dtype": "video",
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+ "shape": [
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+ 600,
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+ 800,
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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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+ "channels"
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+ ],
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+ "info": {
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+ "video.height": 600,
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+ "video.width": 800,
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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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+ "video.fps": 30,
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+ "video.channels": 3,
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+ "has_audio": false
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+ }
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+ },
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+ "timestamp": {
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+ "dtype": "float32",
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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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+ "frame_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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+ "episode_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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+ "index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ "task_index": {
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+ "dtype": "int64",
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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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+ ## Merge Details
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+
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+ - **Merge Date**: Generated automatically
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+ - **Source Count**: 3 datasets
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+ - **Episode Renumbering**: Episodes are renumbered sequentially starting from 0
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+
193
+ ## Citation
194
+
195
+ **BibTeX:**
196
+
197
+ ```bibtex
198
+ [More Information Needed]
199
+ ```
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+ {"episode_index": 1, "tasks": ["Move towards the M4x0.7 thread near the top of the red metal thread checker board. Then screw the silver screw into the M4x0.7 thread, then unscrew it again but not all of the way. The screw should still be partially in the thread. Then move back to rest position on the wooden block, with the screwdriver bit facing towards the shoulder servo."], "length": 244}
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+ {"episode_index": 2, "tasks": ["Move towards the M4x0.7 thread near the top of the red metal thread checker board. Then screw the silver screw into the M4x0.7 thread, then unscrew it again but not all of the way. The screw should still be partially in the thread. Then move back to rest position on the wooden block, with the screwdriver bit facing towards the shoulder servo."], "length": 245}
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+ {"episode_index": 5, "tasks": ["Move towards the silver screw in the orange panel. Then place the screwdriver bit on the screw, and turn the screwdriver bit clockwise until the screw is has been fully screwed in."], "length": 195}
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+ {"episode_index": 6, "tasks": ["Move towards the silver screw in the orange panel. Then place the screwdriver bit on the screw, and turn the screwdriver bit clockwise until the screw is has been fully screwed in."], "length": 196}
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+ {"episode_index": 14, "tasks": ["Move towards the silver screw in the orange panel. Then place the screwdriver bit on the screw, and turn the screwdriver bit clockwise until the screw is has been fully screwed in."], "length": 195}
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3
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4
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5
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6
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7
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8
+ {"episode_index": 7, "stats": {"action": {"min": [-4.420024394989014, -100.0, -75.70584106445312, -55.49031066894531, -2.759462833404541, -5.0], "max": [4.810744762420654, -38.99309158325195, -25.935653686523438, 80.03523254394531, 9.450549125671387, 200.0], "mean": [0.27989110350608826, -61.73343276977539, -55.31496810913086, 20.82628631591797, 0.9320951700210571, 52.0461540222168], "std": [2.3876636028289795, 17.013599395751953, 11.761397361755371, 58.549293518066406, 2.5101139545440674, 79.72946166992188], "count": [195]}, "observation.state": {"min": [-3.931623935699463, -96.3503646850586, -78.8540267944336, -45.69160842895508, -0.8058608174324036, -4.0], "max": [4.810744762420654, -40.69343185424805, -29.74079132080078, 77.89115905761719, 9.255188941955566, 205.0], "mean": [0.722206175327301, -60.40338897705078, -59.172279357910156, 24.37234115600586, 1.4958829879760742, 52.43589782714844], "std": [1.8279032707214355, 16.456066131591797, 10.981438636779785, 54.76128005981445, 2.2812604904174805, 79.3204116821289], "count": [195]}, "observation.images.screwdriver": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.3930697140522876]], [[0.354319387254902]], [[0.348593641748366]]], "std": [[[0.3012293123248182]], [[0.2960874478348078]], [[0.27535977013569896]]], "count": [100]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.19364400531045753]], [[0.20487810253267974]], [[0.19006681781045753]]], "std": [[[0.20787171487843353]], [[0.20667295060802665]], [[0.17441056754690287]]], "count": [100]}, "observation.images.top": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.2774941217320261]], [[0.29021588439542484]], [[0.30902808619281047]]], "std": [[[0.30368335882184455]], [[0.3057847188432458]], [[0.2428101986143647]]], "count": [100]}, "timestamp": {"min": [0.0], "max": [6.466666666666667], "mean": [3.2333333333333334], "std": [1.8763637016156385], "count": [195]}, "frame_index": {"min": [0], "max": [194], "mean": [97.0], "std": [56.290911048469155], "count": [195]}, "episode_index": {"min": [2], "max": [2], "mean": [2.0], "std": [0.0], "count": [195]}, "index": {"min": [391], "max": [585], "mean": [488.0], "std": [56.290911048469155], "count": [195]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [195]}}}
9
+ {"episode_index": 8, "stats": {"action": {"min": [-5.34798526763916, -93.87956237792969, -70.71569061279297, -47.50440216064453, -7.936507701873779, -15.0], "max": [4.468864440917969, -42.15202331542969, -37.491790771484375, 83.67586517333984, 5.006104946136475, 200.0], "mean": [-0.20174665749073029, -61.62799835205078, -60.64310836791992, 4.263057231903076, 0.0607372485101223, 61.0], "std": [2.7430710792541504, 15.062390327453613, 9.146713256835938, 57.186614990234375, 4.007811546325684, 86.53797149658203], "count": [195]}, "observation.state": {"min": [-3.443223476409912, -88.13868713378906, -72.1691665649414, -45.57823181152344, -1.831501841545105, -11.0], "max": [4.420024394989014, -43.97810363769531, -42.97407913208008, 82.08616638183594, 4.9572649002075195, 205.0], "mean": [0.41438907384872437, -59.46098327636719, -63.299373626708984, 5.568931579589844, 1.5151687860488892, 61.661537170410156], "std": [1.807155966758728, 14.188664436340332, 8.020419120788574, 56.410709381103516, 2.000570058822632, 85.9196548461914], "count": [195]}, "observation.images.screwdriver": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.39566978758169935]], [[0.3532676491013072]], [[0.34420566176470585]]], "std": [[[0.30140877637834795]], [[0.29489941823636984]], [[0.27557422538715015]]], "count": [100]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.20986499795751634]], [[0.22806724468954248]], [[0.22986520220588233]]], "std": [[[0.2110549193642735]], [[0.2101166499450641]], [[0.18833689091193914]]], "count": [100]}, "observation.images.top": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.2778221139705882]], [[0.2904587357026144]], [[0.3091217912581699]]], "std": [[[0.30363866189065025]], [[0.30563883094028194]], [[0.24274580685269906]]], "count": [100]}, "timestamp": {"min": [0.0], "max": [6.466666666666667], "mean": [3.2333333333333334], "std": [1.8763637016156385], "count": [195]}, "frame_index": {"min": [0], "max": [194], "mean": [97.0], "std": [56.290911048469155], "count": [195]}, "episode_index": {"min": [3], "max": [3], "mean": [3.0], "std": [0.0], "count": [195]}, "index": {"min": [586], "max": [780], "mean": [683.0], "std": [56.290911048469155], "count": [195]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [195]}}}
10
+ {"episode_index": 9, "stats": {"action": {"min": [-4.517704486846924, -100.0, -71.10964965820312, -48.796241760253906, -11.355311393737793, -12.0], "max": [7.4481072425842285, -42.15202331542969, -52.33092498779297, 74.63300323486328, 7.4481072425842285, 200.0], "mean": [1.6506683826446533, -66.03018188476562, -63.596229553222656, 10.760187149047852, 1.836510419845581, 62.158973693847656], "std": [3.635359048843384, 17.17263412475586, 5.74581241607666, 55.92670822143555, 5.773250102996826, 87.36729431152344], "count": [195]}, "observation.state": {"min": [-4.126984119415283, -95.43795776367188, -73.8062744140625, -45.918365478515625, -10.622710227966309, -12.0], "max": [7.350427150726318, -43.79561996459961, -59.48158264160156, 74.94331359863281, 7.203907012939453, 218.0], "mean": [1.8800913095474243, -64.344970703125, -66.43721771240234, 12.15593433380127, 2.9039814472198486, 62.656410217285156], "std": [3.2482247352600098, 16.752513885498047, 4.791380405426025, 53.75554656982422, 3.910313844680786, 87.1326904296875], "count": [195]}, "observation.images.screwdriver": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.4153349019607843]], [[0.37299646037581696]], [[0.3586107291666667]]], "std": [[[0.30786947511198404]], [[0.3010113174701448]], [[0.28235831042334597]]], "count": [100]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.23002312908496733]], [[0.24085824550653595]], [[0.23296901552287583]]], "std": [[[0.21402446843146275]], [[0.2146276417002941]], [[0.19465755138113233]]], "count": [100]}, "observation.images.top": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.27512171568627447]], [[0.28777453635620914]], [[0.3067623182189543]]], "std": [[[0.3022196548713728]], [[0.3044077400596845]], [[0.24072294837168995]]], "count": [100]}, "timestamp": {"min": [0.0], "max": [6.466666666666667], "mean": [3.2333333333333334], "std": [1.8763637016156385], "count": [195]}, "frame_index": {"min": [0], "max": [194], "mean": [97.0], "std": [56.290911048469155], "count": [195]}, "episode_index": {"min": [4], "max": [4], "mean": [4.0], "std": [0.0], "count": [195]}, "index": {"min": [781], "max": [975], "mean": [878.0], "std": [56.290911048469155], "count": [195]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [195]}}}
11
+ {"episode_index": 10, "stats": {"action": {"min": [-4.029304027557373, -100.0, -74.39264678955078, -57.7216682434082, -3.6385836601257324, -6.0], "max": [6.617826461791992, -38.40079116821289, -28.168088912963867, 76.98179626464844, 9.157508850097656, 200.0], "mean": [0.037626713514328, -60.329071044921875, -66.11341857910156, -11.181939125061035, 0.37527045607566833, 74.55612182617188], "std": [2.543480634689331, 21.074399948120117, 8.000460624694824, 58.55805587768555, 2.760249614715576, 87.7079086303711], "count": [196]}, "observation.state": {"min": [-1.5873016119003296, -95.98540496826172, -100.0, -52.15419387817383, -1.3919414281845093, -6.0], "max": [7.252747058868408, -36.86131286621094, -34.65211486816406, 75.1700668334961, 8.473748207092285, 205.0], "mean": [0.633674681186676, -59.637168884277344, -69.16778564453125, -9.407550811767578, 1.3530687093734741, 75.10713958740234], "std": [2.037348508834839, 19.190027236938477, 7.868053436279297, 55.461238861083984, 2.0918755531311035, 87.15653228759766], "count": [196]}, "observation.images.screwdriver": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.3775174223856209]], [[0.33776792279411766]], [[0.33198804534313725]]], "std": [[[0.2936863809547615]], [[0.2857210832107629]], [[0.2640464376179727]]], "count": [100]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.2785093852124183]], [[0.28577834763071897]], [[0.2755682414215686]]], "std": [[[0.2108057588493947]], [[0.21271429866335198]], [[0.20379634570857386]]], "count": [100]}, "observation.images.top": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.3000263664215686]], [[0.307316574754902]], [[0.3164297160947713]]], "std": [[[0.3118508333987319]], [[0.3141971163646424]], [[0.25772656936357863]]], "count": [100]}, "timestamp": {"min": [0.0], "max": [6.5], "mean": [3.25], "std": [1.8859863319877066], "count": [196]}, "frame_index": {"min": [0], "max": [195], "mean": [97.5], "std": [56.5795899596312], "count": [196]}, "episode_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [196]}, "index": {"min": [0], "max": [195], "mean": [97.5], "std": [56.5795899596312], "count": [196]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [196]}}}
12
+ {"episode_index": 11, "stats": {"action": {"min": [-5.15262508392334, -100.0, -77.80696105957031, -49.970638275146484, -9.59706974029541, -12.0], "max": [2.222222328186035, -40.57255554199219, -30.13788604736328, 87.08161926269531, 5.006104946136475, 200.0], "mean": [-0.7304727435112, -61.51664352416992, -61.69501876831055, -4.294986248016357, -1.9189144372940063, 75.05641174316406], "std": [2.0817673206329346, 18.973865509033203, 11.933939933776855, 54.97779083251953, 3.561367988586426, 83.9937973022461], "count": [195]}, "observation.state": {"min": [-2.9059829711914062, -95.43795776367188, -75.03410339355469, -49.546485900878906, -4.713064670562744, -7.0], "max": [2.07570219039917, -41.78832244873047, -36.01637268066406, 83.67346954345703, 4.224664211273193, 205.0], "mean": [-0.1458939015865326, -60.2564811706543, -64.09478759765625, -2.0431406497955322, -0.06424359977245331, 75.46666717529297], "std": [1.2795755863189697, 18.351682662963867, 10.470067977905273, 53.79509353637695, 1.2598953247070312, 83.6222152709961], "count": [195]}, "observation.images.screwdriver": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.3784566441993464]], [[0.3415169199346405]], [[0.330861262254902]]], "std": [[[0.29559883534718795]], [[0.2844887837415789]], [[0.2647824320892856]]], "count": [100]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.2053676633986928]], [[0.21419503472222223]], [[0.20262540849673202]]], "std": [[[0.20915747495507894]], [[0.20821413476790482]], [[0.18285149382240698]]], "count": [100]}, "observation.images.top": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.29950237336601304]], [[0.3063389583333333]], [[0.3156236519607843]]], "std": [[[0.31184805006244387]], [[0.3142045173117916]], [[0.257641183995278]]], "count": [100]}, "timestamp": {"min": [0.0], "max": [6.466666666666667], "mean": [3.2333333333333334], "std": [1.8763637016156385], "count": [195]}, "frame_index": {"min": [0], "max": [194], "mean": [97.0], "std": [56.290911048469155], "count": [195]}, "episode_index": {"min": [1], "max": [1], "mean": [1.0], "std": [0.0], "count": [195]}, "index": {"min": [196], "max": [390], "mean": [293.0], "std": [56.290911048469155], "count": [195]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [195]}}}
13
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14
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