ReinforcementLearningandOptimalControl(DimitriBertsekas)(AthenaScientific2019)

  • 书名:Reinforcement Learning and Optimal Control
  • 出版社:Athena Scientific
  • 作者:Dimitri Bertsekas
  • 出版年份:2019
  • 电子书格式: PDF
  • 简介:Dive into the world of Reinforcement Learning and Optimal Control with Dimitri Bertsekas’ definitive guide. This comprehensive textbook explores fundamental concepts, advanced algorithms, and practical applications. Master Markov Decision Processes (MDPs), dynamic programming, approximate dynamic programming, and neuro-dynamic programming. Ideal for researchers, students, and professionals seeking a deep understanding of RL and its applications in robotics, control systems, and AI. Gain expertise in solving complex sequential decision-making problems. Enhance your skills in designing and implementing effective reinforcement learning solutions. This book provides a strong theoretical foundation and practical insights for real-world applications.
  • ISBN:9781886529397
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