Learning and Reusing Policy Decompositions for Hierarchical Generalized Planning with LLM Agents

Shirin Sohrabi, Haritha Ananthakrishnan, Harsha Kokel +2

We present a dynamic policy-learning approach that combines generalized planning and hierarchical task decomposition for LLM-based agents. Our method, Hierarchical Component Learni…