Optimization Solution Functions as Deterministic Policies for Offline Reinforcement Learning

Vanshaj Khattar, Ming Jin

Offline reinforcement learning (RL) is a promising approach for many control applications but faces challenges such as limited data coverage and value function overestimation. In t…