Ray Liu

I’m a PhD student at Carnegie Mellon University working on robot learning and dexterous manipulation. I build systems that can generalize to messy, real-world environments—bridging simulation and reality with scalable data and robust policies.

I collaborate across perception, control, and RL, and maintain open-source codebases for grasp generation and evaluation.