Planning Based on Decision Theory

  • Giacomo Della Riccia
  • Didier Dubois
  • Rudolf Kruse
  • Hans-J. Lenz

Part of the International Centre for Mechanical Sciences book series (CISM, volume 472)

Table of contents

  1. Front Matter
    Pages ii-ix
  2. Decision Theory

    1. Front Matter
      Pages 1-1
    2. Didier Dubois, Hélène Fargier
      Pages 3-26
    3. Eyke Hüllermeier
      Pages 27-41
    4. Pedro Miranda, Michel Grabisch, Pedro Gil
      Pages 43-62
    5. Markus Schaal, Hans-J. Lenz
      Pages 63-70
  3. Planning, Contol and Learning

    1. Front Matter
      Pages 71-71
    2. Ivan Bratko, Dorian Šuc
      Pages 85-98
    3. Christian Borgelt, Rudolf Kruse
      Pages 99-118
  4. Application of Planning and Decision Making

About this book

Introduction

Planning of actions based on decision theory is a hot topic for many disciplines. Seemingly unlimited computing power, networking, integration and collaboration have meanwhile attracted the attention of fields like Machine Learning, Operations Research, Management Science and Computer Science. Software agents of e-commerce, mediators of Information Retrieval Systems and Database based Information Systems are typical new application areas. Until now, planning methods were successfully applied in production, logistics, marketing, finance, management, and used in robots, software agents etc. It is the special feature of the book that planning is embedded into decision theory, and this will give the interested reader new perspectives to follow-up.

Keywords

Artificial Intelligence Automation and Robotics Computer Science Mathematical Programming Research Robotices Statistics artificial intelligence automation computer computer science decision theory learning machine learning operations research optimization programming robot robotics software agents statistics uncertainty

Editors and affiliations

  • Giacomo Della Riccia
    • 1
  • Didier Dubois
    • 2
  • Rudolf Kruse
    • 3
  • Hans-J. Lenz
    • 4
  1. 1.University of UdineItaly
  2. 2.University of ToulouseFrance
  3. 3.University of MagdeburgGermany
  4. 4.Free University of BerlinGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-7091-2530-4
  • Copyright Information CISM Udine 2003
  • Publisher Name Springer, Vienna
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-211-40756-1
  • Online ISBN 978-3-7091-2530-4
  • Series Print ISSN 0254-1971
  • Series Online ISSN 2309-3706
  • About this book