Haitong Ma

Latest

• Policy-Iteration-Based Finite-Horizon Approximate Dynamic Programming for Continuous-Time Nonlinear Optimal Control
• Reachability Constrained Reinforcement Learning
• Joint Synthesis of Safety Certificate and Safe Control Policy using Constrained Reinforcement Learning
• Model-based Constrained Reinforcement Learning using Generalized Control Barrier Function