Shizuo Tian

Rational Decision-Making Agent with Learning Internal Utility Judgment

With remarkable advancements, large language models (LLMs) have attracted significant efforts to develop LLM-based agents capable of executing intricate multi-step decision-making tasks. Existing approaches predominantly build upon the external performance measure to guide the decision-making proces…