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Even near-perfect planning ability in LLMs doesn't ensure safety in robotic tasks, with the best models still generating dangerous plans almost 30% of the time.
Humanoid robots can now traverse complex terrains with whole-body coordination thanks to a novel framework that blends diffusion-based motion generation with robust RL-based tracking.
Legged robots can infer a partner's intent during collaborative transport directly from proprioceptive feedback, enabling robust cooperation without external sensors or payload tracking.