Markov Decision Processes and the Belief-Desire-Intention Model

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In this work, we provide a treatment of the relationship between two models that have been widely used in the implementation of autonomous agents: the Belief DesireIntention (BDI) model and Markov Decision Processes (MDPs). We start with an informal description of the relationship, identifying the common features of the two approaches and the differences between them. Then we hone our understandin...

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In this work, we provide a treatment of the relationship between two models that have been widely used in the implementation of autonomous agents: the Belief DesireIntention (BDI) model and Markov Decision Processes (MDPs). We start with an informal description of the relationship, identifying the common features of the two approaches and the differences between them. Then we hone our understandin...

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  • Formats: pdf
  • ISBN: 9781461414728
  • Publication Date: 18 Sept 2011
  • Publisher: Springer New York
  • Product language: English
  • Drm Setting: DRM