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license: mit
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---
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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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---
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# MaGalRose
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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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MODAL : Data Confuser "Small files only, Big files confusion"
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CHARS : 8921253f79544x260235411p
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