To the knowledge, this work provides the first demonstration of real-time cross-terrain whole-body teleoperation on a humanoid robot, alongside object interaction, stable responses to missing supports, and robust recovery from falls.
Zi-Yang Cheng, Tian-Shu Tang, Jin-Xi Lan et al.· 0 citations
A hierarchical machine teaching algorithm for reward learning that operates across multiple MDPs and achieves substantially lower regret and stronger generalization to held-out environments than uniform teaching baselines under identical feedback budgets, demonstrating the importance of multi-environment, multi-modal t...
Ali Larian, Qian Lin, Chang-Zong Wu et al.· arXiv.org· 0 citations
GigaBrain-WBC-0.5, the first Behavior World Model for humanoid whole-body control, is presented, which trains a causal Transformer to jointly predict its next action, next state, and the distribution over its next latent behavior command, so the network that acts also models how the environment shapes what it can do ne...
Zi-Yang Cheng, Tian-Shu Tang, Jin-Xi Lan et al.· 1 citation
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