PieArena: Ranking and Profiling Language Agents in Realistic Negotiation Scenarios 事件

PieArena: Ranking and Profiling Language Agents in Realistic Negotiation Scenarios arXiv:2602.05302v3 Announce Type: replace Abstract: We present an in-depth evaluation of LLMs' ability to negotiate, a central business task requiring strategic reasoning, theory of mind, and economic value creation. To do so, we introduce PieArena, a large-scale negotiation benchmark grounded in multi-agent interactions over realistic scenarios adapted from MBA negotiation courses at an elite business school. We