Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems

Wesley A. Suttle, Vipul K. Sharma, Krishna C. Kosaraju +4

We develop provably safe and convergent reinforcement learning (RL) algorithms for control of nonlinear dynamical systems, bridging the gap between the hard safety guarantees of co…