DUPLEX: Agentic Dual-System Planning via LLM-Driven Information Extraction

Keru Hua, Ding Wang, Yaoying Gu +1

While Large Language Models (LLMs) provide semantic flexibility for robotic task planning, their susceptibility to hallucination and logical inconsistency limits their reliability…