Aquib Mustafa

Assured learning‐enabled autonomy: A metacognitive reinforcement learning framework

2021 · International Journal of Adaptive Control and Signal Processing

Summary Reinforcement learning (RL) agents with pre‐specified reward functions cannot provide guaranteed safety across variety of circumstances that an uncertain system might encounter. To guarantee performance while assuring satisfaction of safety constraints across variety of …