Optimal Learning and Approximate Dynamic Programming

Warren Buckler Powell, Ilya O. Ryzhov

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations
Original languageEnglish (US)
Title of host publicationReinforcement Learning and Approximate Dynamic Programming for Feedback Control
PublisherJohn Wiley and Sons
Pages410-431
Number of pages22
ISBN (Print)9781118104200
DOIs
StatePublished - Feb 7 2013

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Keywords

  • "strategies" for policies, information/rules
  • KG for online, offline one-step lookahead policy
  • Learning in a new DP, requiring specificity
  • Optimal learning, ADP for stochastic problems
  • Policies, specific learning challenges

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