Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning

Mohamed Aghzal, Erion Plaku, Ziyu Yao

Large language models (LLMs) have achieved remarkable success across a wide spectrum of tasks; however, they still face limitations in scenarios that demand long-term planning and…