Reinforcement Mechanism Design for e-commerce

25 Aug 2017Qingpeng CaiAris Filos-RatsikasPingzhong TangYiwei Zhang

We study the problem of allocating impressions to sellers in e-commerce websites, such as Amazon, eBay or Taobao, aiming to maximize the total revenue generated by the platform. We employ a general framework of reinforcement mechanism design, which uses deep reinforcement learning to design efficient algorithms, taking the strategic behaviour of the sellers into account... (read more)

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