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Hayek-Inspired Agent Economy Produces Collective Intelligence via Auction and Selection
May 31, 2026
An auction-based multi-agent framework uses economic signals — bidding, payment, wealth accumulation — to achieve decentralized credit assignment and agent selection without centralized orchestration or explicit communication. Weak initial agents evolve into stronger collective behavior through economic selection pressure.
paper
HOW THIS AFFECTS YOU
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researcherThis offers a novel decentralized alternative to explicit reward-sharing or communication protocols in multi-agent RL, with Hayek's price mechanism as the coordination primitive.