Turnpike Phenomenon for Markov Decision Processes

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This book provides a comprehensive examination of the structure of approximate optimal policies in Markov decision processes (MDPs) with finite state spaces, as well as approximate optimal solutions for deterministic discrete-time optimal control problems. At its core, the monograph delves into the turnpike property, a concept introduced by P. Samuelson, which suggests that optimal solutions are l...
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This book provides a comprehensive examination of the structure of approximate optimal policies in Markov decision processes (MDPs) with finite state spaces, as well as approximate optimal solutions for deterministic discrete-time optimal control problems. At its core, the monograph delves into the turnpike property, a concept introduced by P. Samuelson, which suggests that optimal solutions are l...
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  • Formats: epub
  • ISBN: 9783032008541
  • Publication Date: 30 Sept 2025
  • Publisher: Springer Nature Switzerland
  • Product language: English
  • Drm Setting: DRM