LLM bidders in repeated 6G spectrum auctions match VCG equilibria under ideal conditions and outperform baselines under static budget constraints by adapting via historical prompts.
Social welfare maxi- mization auction in joint radar communication systems for autonomous vehicles
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Strategic Bidding in 6G Spectrum Auctions with Large Language Models
LLM bidders in repeated 6G spectrum auctions match VCG equilibria under ideal conditions and outperform baselines under static budget constraints by adapting via historical prompts.