DistributionalReinforcementLearning（MarcG.BellemareWillDabneyMarkRowland）（MITPress2022）

  • 书名：Distributional Reinforcement Learning
  • 出版社：MIT Press
  • 作者：Marc G. Bellemare, Will Dabney, Mark Rowland
  • 出版年份：2022
  • 电子书格式： pdf
  • 简介：Dive into the cutting-edge field of Distributional Reinforcement Learning with this comprehensive guide from Marc G. Bellemare, Will Dabney, and Mark Rowland. This MIT Press publication offers a detailed exploration of the theory and applications of distributional RL, moving beyond traditional expected value methods. Learn about quantile regression, categorical distributions, and the latest advancements in this rapidly evolving area of AI. Ideal for researchers, students, and practitioners seeking to master the complexities and unlock the full potential of distributional RL. Enhance your understanding of deep reinforcement learning and improve your agent’s performance by understanding and implementing distributional methods.
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