Sifa Zheng

Latest

• Performance-Driven Controller Tuning via Derivative-Free Reinforcement Learning
• Joint Synthesis of Safety Certificate and Safe Control Policy using Constrained Reinforcement Learning
• Belief State Separated Reinforcement Learning for Autonomous Vehicle Decision Making under Uncertainty
• Model-based Constrained Reinforcement Learning using Generalized Control Barrier Function