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Author

Shuran Song

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#artificial intelligence Preprint Oct 2026

EigenDEXplore: Structured Exploration for Dexterous Manipulation with Human Priors

Dexterous manipulation poses a challenging high-dimensional optimization problem, as useful behaviors require coordinated motion across many hand joints. In reinforcement learning (RL) and sampling-based trajectory optimization, exploration commonly relies on independent robot joint perturbations, making coordinated be...

Harsh Gupta, T. Lum, Chang-Hao Wang et al. · 0 citations
Jul 2026

Handroid: Bridging Dexterous Hand and Humanoid

Handroid is introduced, a desktop-scale dual-embodiment robot that integrates both capabilities within a single reconfigurable platform and provides a unified control and learning framework supporting hand teleoperation, dexterous grasping, in-hand manipulation, humanoid locomotion, gait generation, and interactive mot...

Ruogu Li, Chen-Yang Ma, Si-Kai Li et al. · 1 citation

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