Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions
national conference on artificial intelligence, 2020.
In this study, we apply reinforcement learning techniques and propose what we call reinforcement mechanism design to tackle the dynamic pricing problem in sponsored search auctions. In contrast to previous game-theoretical approaches that heavily rely on rationality and common knowledge among the bidders, we take a data-driven approach,...More
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