Off-Policy Reinforcement Learning with High Dimensional Reward

Dong Neuck Lee, Michael R. Kosorok

Conventional off-policy reinforcement learning (RL) focuses on maximizing the expected return of scalar rewards. Distributional RL (DRL), in contrast, studies the distribution of r…