Bandits for Sponsored Search Auctions under Unknown Valuation Model: Case Study in E-Commerce Advertising

Danil Provodin, Jérémie Joudioux, Eduard Duryev

This paper presents a bidding system for sponsored search auctions under an unknown valuation model. This formulation assumes that the bidder's value is unknown, evolving arbitrari…