Yadong Zhang

K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning

2024 · arXiv (Cornell University)

Strategic reasoning is a complex yet essential capability for intelligent agents. It requires Large Language Model (LLM) agents to adapt their strategies dynamically in multi-agent environments. Unlike static reasoning tasks, success in these contexts depends …