الباحثون

Shaojie Shen

المنشورات 2

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ECHO-G: Embodied Co-speech Humanoid mOtion Generation

Yizhao Li, Pusen Gao, Ming Wang وآخرون · 2026

Generating full-body co-speech motion for humanoid robots requires coordinating speech prosody, linguistic content, and embodiment-specific motion. To this end, we present ECHO-G, a framework jointly conditioned on speech audio and timed transcripts. Its Speech-Grounded Diffusion Transformer (SGDiT) combines frame-alig …

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GR2PO: Group Relative Return Policy Optimization for Continuous Robot Control

Pengqin Wang, Qiming Zhang, Shaojie Shen وآخرون · 2026

Actor-critic architecture has been widely used in continuous robot control. However, they rely on learning a value network, introducing additional computational overhead during training. Moreover, policy learning may also be affected by the approximation error of value estimation. Critic-free group relative policy opti …

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