CEO Arena: Evaluating Long-Horizon Multi-Agent Decision-Making in Competitive Markets

An Yan, Yu Huo, Zhiwei Shang +2

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 u…