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Toward generalist neural motion planners for robotic manipulators: Challenges and opportunities

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

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2026 2

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representative citing papers

Flow Motion Policy: Manipulator Motion Planning with Flow Matching Models

cs.RO · 2026-04-08 · unverdicted · novelty 7.0

Flow Motion Policy uses flow matching to model distributions over feasible manipulator paths, enabling best-of-N sampling with post-generation collision filtering to improve success and efficiency over prior neural and sampling-based planners.

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