Research Projects
Bio:
Hongrui (Billy) Zheng is a final year PhD student. Previously, he obtained his MSE in Robotics at University of Pennsylvania, and his BS in Computer Science and Mechanical Engineering at Georgia Institute of Technology.
His research focuses on understanding the fundamental challenges of multi-agent reinforcement learning in robotics, and on improving the robustness and adaptability of autonomous systems in real-world settings. In particular, he studies how to enable effective coordination and cooperation among autonomous agents operating in dynamic, uncertain environments, as well as how to synthesize robust, secure, and resilient systems capable of functioning reliably in adversarial or competitive scenarios.