Cattle Trade: A Multi-Agent Benchmark for LLM Bluffing, Bidding, and Bargaining

Robert Müller, Clemens Müller

We introduce \textsc{Cattle Trade, a multi-agent benchmark for evaluating large language models (LLMs) as agents in strategic reasoning under imperfect information, adversarial int…