GraphThink: Graph-Enhanced LLM Thinking for Long-Horizon Embodied Task Planning

Chen Li, Sijie Cheng, Yuelin Zhang +4

Embodied agents using LLM-based planners often struggle with physical hallucinations, poor generalization to long-horizon tasks, and lack of environmental awareness. We propose Gra…