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Yi-Yang Jin

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Preprint Sep 2026

DynaForge: Planning-Guided Residual Learning for Dynamic Manipulation Demonstration Generation

Dynamic object manipulation is essential for robots operating in real-world environments, yet methods for generating high-quality demonstrations remain limited. Methods designed for static tasks do not readily transfer to dynamic settings. Among dynamic demonstration generators, planning-based methods can fail near con...

Yi-Yang Jin, Yu Zheng, Xiao He et al. · 0 citations

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