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  1. README.md +197 -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 Data Studio](https://github.com/jackvial/assembler0/packages/lerobot-data-studio) 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 2 datasets:
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+
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+ - [jackvial/screwdriver_attach_panel_rs_080125_27_e5](https://huggingface.co/datasets/jackvial/screwdriver_attach_panel_rs_080125_27_e5)
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+ - [jackvial/screwdriver_attach_panel_rs_080125_29_e5](https://huggingface.co/datasets/jackvial/screwdriver_attach_panel_rs_080125_29_e5)
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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**: 2 datasets
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+ - **Episode Renumbering**: Episodes are renumbered sequentially starting from 0
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+
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+ ## Dataset Description
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+
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+ - **Homepage:** [More Information Needed]
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+ - **Paper:** [More Information Needed]
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+ - **License:** apache-2.0
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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": 10,
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+ "total_frames": 1959,
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+ "total_tasks": 1,
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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": "0:10"
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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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+ "shape": [
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+ 600,
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+ 800,
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+ 3
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+ ],
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+ ],
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+ "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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+ "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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+ "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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+ ## Citation
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+
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+ **BibTeX:**
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+
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+ ```bibtex
196
+ [More Information Needed]
197
+ ```
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4
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5
+ {"episode_index": 4, "stats": {"action": {"min": [-10.818070411682129, -82.7861557006836, -56.48741912841797, -22.574256896972656, -7.887667655944824, -7.0], "max": [-0.7570207715034485, -29.015085220336914, 35.66847610473633, 100.0, 5.201465129852295, 186.0], "mean": [-5.117738246917725, -46.49875259399414, -33.57881164550781, 0.49403873085975647, -3.1317434310913086, 69.37245178222656], "std": [1.907973051071167, 15.671769142150879, 14.291925430297852, 37.15578842163086, 2.6914122104644775, 74.45372009277344], "count": [196]}, "observation.state": {"min": [-10.573870658874512, -78.7960433959961, -58.78413009643555, -19.60162925720215, -6.666666507720947, 0.0], "max": [-1.3919414281845093, -31.356693267822266, 34.672847747802734, 96.1068344116211, 3.882783889770508, 191.0], "mean": [-4.599686145782471, -45.98073959350586, -35.46453857421875, 2.9545187950134277, -2.539682626724243, 69.84693908691406], "std": [1.5876609086990356, 13.764418601989746, 13.281576156616211, 35.88956069946289, 2.152332067489624, 74.35343933105469], "count": [196]}, "observation.images.screwdriver": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.40806460988562093]], [[0.38801858455882354]], [[0.38070590482026145]]], "std": [[[0.30942422178286927]], [[0.3098737078800232]], [[0.28406320790929995]]], "count": [100]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.20561591911764707]], [[0.21308477124183006]], [[0.20815197508169933]]], "std": [[[0.22059043418325303]], [[0.22096151309805964]], [[0.2016353842912223]]], "count": [100]}, "observation.images.top": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.21865698937908495]], [[0.22965056168300654]], [[0.221536664624183]]], "std": [[[0.2875090785007179]], [[0.2866974397486772]], [[0.23869488205579753]]], "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": [4], "max": [4], "mean": [4.0], "std": [0.0], "count": [196]}, "index": {"min": [783], "max": [978], "mean": [880.5], "std": [56.5795899596312], "count": [196]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [196]}}}
6
+ {"episode_index": 5, "stats": {"action": {"min": [-7.106226921081543, -100.0, -59.74346160888672, -35.94059371948242, -6.764346599578857, 0.0], "max": [3.8339438438415527, -19.787044525146484, 24.420326232910156, 80.69306945800781, 6.666666507720947, 195.0], "mean": [-3.4105803966522217, -50.8311653137207, -34.020809173583984, 4.305922985076904, -4.000148296356201, 66.46939086914062], "std": [2.483501434326172, 26.55860710144043, 16.103193283081055, 44.01753234863281, 2.8528459072113037, 83.3840560913086], "count": [196]}, "observation.state": {"min": [-7.008546829223633, -95.68733215332031, -78.67079162597656, -22.67994499206543, -6.764346599578857, 0.0], "max": [3.8339438438415527, -24.887691497802734, 18.70170021057129, 80.1720199584961, 5.201465129852295, 203.0], "mean": [-3.3365750312805176, -49.93211364746094, -36.78092956542969, 11.471623420715332, -3.341805934906006, 67.05612182617188], "std": [2.215839385986328, 23.39554786682129, 15.513581275939941, 37.427459716796875, 2.222487211227417, 83.2184829711914], "count": [196]}, "observation.images.screwdriver": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.4070580208333333]], [[0.3881133762254902]], [[0.38497962214052284]]], "std": [[[0.3058813386332001]], [[0.3053492830622938]], [[0.2816605362356921]]], "count": [100]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.29182115808823533]], [[0.29561382352941173]], [[0.2910392340686275]]], "std": [[[0.21562731026921284]], [[0.2178547324120147]], [[0.2020489026450198]]], "count": [100]}, "observation.images.top": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.24533183210784315]], [[0.25694657271241833]], [[0.2524530923202615]]], "std": [[[0.2935630337033832]], [[0.292298165218022]], [[0.25615629189878286]]], "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]}}}
7
+ {"episode_index": 6, "stats": {"action": {"min": [-5.836385726928711, -100.0, -62.11149597167969, -34.158416748046875, -6.764346599578857, 0.0], "max": [4.224664211273193, -36.468502044677734, 5.870744705200195, 91.2871322631836, 5.34798526763916, 195.0], "mean": [-2.2670743465423584, -57.706905364990234, -38.580692291259766, 12.583857536315918, -2.4295430183410645, 77.08163452148438], "std": [3.7622103691101074, 20.247079849243164, 12.591656684875488, 43.61379623413086, 2.8450183868408203, 89.31316375732422], "count": [196]}, "observation.state": {"min": [-5.689865589141846, -95.68733215332031, -63.730037689208984, -26.935264587402344, -5.738705635070801, 0.0], "max": [4.175824165344238, -38.18508529663086, 3.6579082012176514, 88.32050323486328, 4.078144073486328, 201.0], "mean": [-2.007920980453491, -56.027095794677734, -40.87208938598633, 15.24283504486084, -1.493107557296753, 77.83163452148438], "std": [3.4509668350219727, 19.10883331298828, 11.852517127990723, 41.41665267944336, 1.6394778490066528, 89.02802276611328], "count": [196]}, "observation.images.screwdriver": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.40244903390522874]], [[0.37959295343137256]], [[0.37928257148692807]]], "std": [[[0.30932098460269186]], [[0.30939794105820806]], [[0.2830726235781821]]], "count": [100]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.21690605392156864]], [[0.22296010212418302]], [[0.22416548815359477]]], "std": [[[0.2193877175953904]], [[0.21992444420351187]], [[0.20119746503735267]]], "count": [100]}, "observation.images.top": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.2187623202614379]], [[0.22959716503267974]], [[0.22486697916666668]]], "std": [[[0.2883549002520521]], [[0.287573840326799]], [[0.24053679118512722]]], "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": [1], "max": [1], "mean": [1.0], "std": [0.0], "count": [196]}, "index": {"min": [196], "max": [391], "mean": [293.5], "std": [56.5795899596312], "count": [196]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [196]}}}
8
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