Rational Decision
Rational decision-making, a core concept in economics and psychology, is being actively investigated through the lens of artificial intelligence, particularly large language models (LLMs). Current research focuses on evaluating LLMs' adherence to rational choice theories, identifying biases and deviations from human decision-making patterns, and developing frameworks to assess and improve their economic rationality. This work is significant because it helps understand the limitations of current AI systems in complex decision-making scenarios and informs the development of more reliable and ethically sound AI agents for various applications.
Papers
Exploring the Impact of Reflexivity Theory and Cognitive Social Structures on the Dynamics of Doctor-Patient Social System
Al Saqib Majumder
Game-theoretic LLM: Agent Workflow for Negotiation Games
Wenyue Hua, Ollie Liu, Lingyao Li, Alfonso Amayuelas, Julie Chen, Lucas Jiang, Mingyu Jin, Lizhou Fan, Fei Sun, William Wang, Xintong Wang, Yongfeng Zhang