Daming Shi

GLDAP: Global Dynamic Action Persistence Adaptation for Deep Reinforcement Learning

2023 · ACM Transactions on Autonomous and Adaptive Systems

In the implementation of deep reinforcement learning (DRL), action persistence strategies are often adopted so agents maintain their actions for a fixed or variable number of steps. The choice of the persistent duration for agent …