of objects, offering details about an object’s speed and direction. However, these sensory data are
complex and cannot be directly understood by LLM-based agents. Exploring how agents can perceive
more comprehensive input is a promising direction for the future.
TheRiseandPotentialofLargeLanguageModel BasedAgents