Reinforcement Mechanism Design for e-commerce

WWW '18: The Web Conference 2018 Lyon France April, 2018, pp. 1339-1348, 2018.

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Abstract:

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 behav...More

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