Safe RL Navigation with Run-Time Assurance

Python Reinforcement Learning MPC Control Barrier Functions PDF

Extended the RTA framework to safely supervise a reinforcement learning controller navigating a forest environment to reach a goal. An MPC backup controller generates a backup trajectory that is supervised using CBFs, acting as a fallback in case the system needs to switch away from the RL policy.