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  license: mit
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  MODAL : Data Confuser "Small files only, Big files confusion"
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  CHARS : 8921253f79544x260235411p
 
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  license: mit
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+ # MaGalRose
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+
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+ ```
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+ The MaGalRose series is a collection of interactive robot manipulation datasets and simulation
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+ environments designed to model real-world manipulation behaviors with higher fidelity and greater
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+ environmental diversity. Building upon the real-world manipulation trajectories and multimodal
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+ observations of MaNI, MaGalRose expands the scale and complexity of interactive environments,
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+ introducing a large number of manipulation scenarios with diverse structures, semantic variations,
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+ and finely modeled physical properties. This allows robots not only to reproduce actions from
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+ existing examples but also to actively explore, experiment, and adjust strategies within the
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+ environment. Through more refined geometric modeling, physical parameter calibration, and
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+ contact process modeling, the dataset significantly approximates the real world in terms
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+ of visual appearance, dynamic response, and interaction consistency, thus enabling more
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+ natural, stable, and generalizable manipulation behavior learning. Designed with the
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+ beauty and completeness symbolized by "Rose" in mind, MaGalRose combines high-quality
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+ modeling with excellent interactivity, providing an expressive and usable experimental
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+ platform for research into long-term manipulation planning, multi-environment
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+ generalization, and sim-to-real transfer.
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+ ```
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+
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