In life scenarios.
In many daily household tasks in life scenarios, it’s essential for agents to
understand implicit instructions and apply common-sense knowledge [433]. For an LLM-based agent
trained solely on massive amounts of text, tasks that humans take for granted might require multiple

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TheRiseandPotentialofLargeLanguageModel BasedAgents