Lecture Notes in Artificial Intelligence

Recent Advances in Reinforcement Learning

8th European Workshop, EWRL 2008, Villeneuve d'Ascq, France, June 30-July 3, 2008, Revised and Selected Papers

Editors: Girgin, S., Loth, M., Munos, R., Preux, P., Ryabko, D. (Eds.)

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About this book

This book constitutes revised and selected papers of the 8th European Workshop on Reinforcement Learning, EWRL 2008, which took place in Villeneuve d'Ascq, France, during June 30 - July 3, 2008.

The 21 papers presented were carefully reviewed and selected from 61 submissions. They are dedicated to the field of and current researches in reinforcement learning.

Table of contents (21 chapters)

Table of contents (21 chapters)
  • Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees

    Defourny, Boris (et al.)

    Pages 1-14

  • Exploiting Additive Structure in Factored MDPs for Reinforcement Learning

    Degris, Thomas (et al.)

    Pages 15-26

  • Algorithms and Bounds for Rollout Sampling Approximate Policy Iteration

    Dimitrakakis, Christos (et al.)

    Pages 27-40

  • Efficient Reinforcement Learning in Parameterized Models: Discrete Parameter Case

    Dyagilev, Kirill (et al.)

    Pages 41-54

  • Regularized Fitted Q-Iteration: Application to Planning

    Farahmand, Amir massoud (et al.)

    Pages 55-68

Buy this book

eBook $74.99
price for USA in USD (gross)
  • ISBN 978-3-540-89722-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA in USD
  • ISBN 978-3-540-89721-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Recent Advances in Reinforcement Learning
Book Subtitle
8th European Workshop, EWRL 2008, Villeneuve d'Ascq, France, June 30-July 3, 2008, Revised and Selected Papers
Editors
  • Sertan Girgin
  • Manuel Loth
  • Rémi Munos
  • Philippe Preux
  • Daniil Ryabko
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
5323
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-89722-4
DOI
10.1007/978-3-540-89722-4
Softcover ISBN
978-3-540-89721-7
Edition Number
1
Number of Pages
XII, 283
Topics