Meta-Cognitive Reinforcement Learning with Self-Doubt and Recovery

Zhipeng Zhang, Xiongfei Su, Kai Li

Robust reinforcement learning methods typically focus on suppressing unreliable experiences or corrupted rewards, but they lack the ability to reason about the reliability of their…