Shengze Li

Hierarchical reinforcement learning based on macro actions

2025 · Complex & Intelligent Systems

The large action space is a key challenge in reinforcement learning. Although hierarchical methods have been proven to be effective in addressing this issue, they are not fully explored. This paper combines domain knowledge with …