LLMs for Game Theory: Entropy-Guided In-Context Learning and Adaptive CoT Reasoning

Tommaso Felice Banfi, Sashenka Gamage

We propose a novel LLM-based framework for reasoning in discrete, game-theoretic tasks, illustrated with \emph{Tic-Tac-Toe}. The method integrates in-context learning with entropy-…