Distilling Bayesian Belief States into Language Models for Auditable Negotiation
arXiv:2605.04507v1 Announce Type: new
Abstract: Negotiation agents must infer what their counterpart values, update those beliefs over dialogue turns, and choose actions under uncertainty. End-to-end large language models (LLMs) can imitate negotiatio…