Decision Theory-Guided Deep Reinforcement Learning for Fast Learning

Zelin Wan, Jin-Hee Cho, Mu Zhu +3

This paper introduces a novel approach, Decision Theory-guided Deep Reinforcement Learning (DT-guided DRL), to address the inherent cold start problem in DRL. By integrating decisi…