Machine learning researcher specializing in Reinforcement Learning (RL) and robotics
Focuses on developing AI systems that can operate safely in real-world environments
Addresses core challenges in autonomous systems: learning from sparse rewards, generalizing across environments, and maintaining safety in critical applications
Builds systems combining deep learning with control theory and deploys models on real aircraft
Created open-source tools used by the robotics community