Zhi Hou

Trajectory diversity, not just rollout quantity, is the key to unlocking efficient exploration in VLA reinforcement learning.

ACE-Brain-0.5 unifies spatial reasoning and action generation in embodied AI, achieving remarkable performance improvements across multiple benchmarks.

Spatial reasoning could be the secret sauce for building generalist embodied agents that can drive, manipulate objects, and fly drones, all within a single model.