Assured Learning-enabled Autonomy: A Metacognitive Reinforcement Learning Framework

Aquib Mustafa, Majid Mazouchi, Subramanya Nageshrao +1

Reinforcement learning (RL) agents with pre-specified reward functions cannot provide guaranteed safety across variety of circumstances that an uncertain system might encounter. To…