2025
Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification
ICML 2025poster
Large Language Models (LLMs) have shown promise as robotic planners but often struggle with long-horizon and complex tasks, especially in specialized environments requiring external knowledge. While hierarchical planning and Retrieval-Augmented Generation (RAG) address some of these challenges, they…