When Reasoning Narrows the Move: Diversity Collapse in LLM Game Play

Junyi Sha, Renfei Tan, David Simchi-Levi

Supervised fine-tuning (SFT) is widely used to adapt large language models to downstream tasks, but its effect on behavioral diversity in sequential decision-making remains under-e…