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Mingxuan Ma

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#artificial intelligence Preprint Aug 2026

GigaBrain-WBC-0.5: A Behavior World Model for Robust Whole-Body Control with Environment Interaction

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 next.

Ziyang Cheng, Tianshu Tang, Jinxi Lan et al. · 0 citations