Hierarchical Reinforcement Learning with AI Planning Models

Junkyu Lee, Michael Katz, Don Joven Agravante +4

Two common approaches to sequential decision-making are AI planning (AIP) and reinforcement learning (RL). Each has strengths and weaknesses. AIP is interpretable, easy to integrat…