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Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising 笔记

热度:72   发布时间:2023-12-12 08:44:03.0

文章目录

  • 前言
    • 淘宝展示广告系统
  • 相关工作
  • 多智能体广告竞价
    • RTB as a Stochastic Game
      • Agent Clusters
      • State
      • Action
      • Reward and Transition
    • Bidding by Multi-Agent RL
    • Implementation & Distributed Architecture
      • Balance Computing Efficiency and Bid Granularity
      • Handle Impression-Level Information Summarization
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