Preprint
Sep 2026
CEO Arena: Evaluating Long-Horizon Multi-Agent Decision-Making in Competitive Markets
Long-horizon competition tests agents'ability to coordinate business decisions under uncertainty and adapt to changing rival strategies. We introduce CEO Arena, a benchmark that uses matched replacement evaluation to assess operating returns alongside an agent's effects on rivals and the market. Each CEO agent is compa...
An Yan, Yu-Jia Huo, Zhi-Wei Shang et al.
· 0 citations