Distilling Bayesian Belief States into Language Models for Auditable Negotiation

Zongqi Cui, Baihan Lin

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)…