Reinforcement Learning

Data-efficient RL, active learning, exploration, 
decision‑making for science and environment

Robotics

Scalable simulation, physics-informed reasoning, multimodal sensing, mobile manipulation

Hardware Design

Co-design for robot hardware and policy learning, design space exploration for AI accelerators