MERIT Feedback Elicits Better Bargaining in LLM Negotiators

ArXi:2602.10467v3 Announce Type: replace Bargaining is often regarded as a logical arena rather than an art or a matter of intuition, yet Large Language Models (LLMs) still struggle to navigate it due to limited strategic depth and difficulty adapting to complex human factors. Current benchmarks rarely capture this limitation. To bridge this gap, we present an utility feedback centric framework.