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.
Learning to bid in repeated first-price auctions with budgets
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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.