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.
A survey on bid optimization in real-time bidding display advertising
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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.