Reinforcement and Statistical Learning

Learning, Optimization, and Control of Network Systems, and their Applications to Autonomous Vehicles and Traffic Systems

Reinforcement Learning for Robots; Computationally Efficient Robot Planning; Robot Manipulation in Dynamic Environments; Autonomous Robotic Surgery; Mechanical Design of Surgical Robots; Continuum and Snake-like Robots; Artificial Muscles

Energy systems, cyber-physical systems, machine learning for energy management

Hybrid control, nonlinear control, optimization, adaptive systems, learning-based control

Network economics, game theory, ethics and economics of AI, optimization, reinforcement learning, economics of cyber security.

Robotics, Machine Learning, Control Theory, Optimization, and Computer Vision