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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. Ea
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