Reducing Action Space for Deep Reinforcement Learning via Causal Effect Estimation

Wenzhang Liu, Lianjun Jin, Lu Ren +2

Intelligent decision-making within large and redundant action spaces remains challenging in deep reinforcement learning. Considering similar but ineffective actions at each step ca…