Save today: Get 40% off titles in Popular Science!

Communications in Computer and Information Science
cover

Active Inference

First International Workshop, IWAI 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14, 2020, Proceedings

Editors: Verbelen, T., Lanillos, P., Buckley, C., De Boom, C. (Eds.)

Buy this book

eBook $64.99
price for USA in USD
  • ISBN 978-3-030-64919-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $84.99
price for USA in USD
About this book

This book constitutes the refereed proceedings of the First International Workshop on Active Inference, IWAI 2020, co-located with ECML/PKDD 2020, held in Ghent, Belgium, in September 2020. 
The 13 full papers along with 6 short papers were thoroughly reviewed and selected from 25 submissions. They are organized in the topical sections on ​active inference and continuous control; active inference and machine learning; active inference: theory and biology.

Table of contents (19 chapters)

Table of contents (19 chapters)
  • On the Relationship Between Active Inference and Control as Inference

    Pages 3-11

    Millidge, Beren (et al.)

  • Active Inference or Control as Inference? A Unifying View

    Pages 12-19

    Imohiosen, Abraham (et al.)

  • Active Inference for Fault Tolerant Control of Robot Manipulators with Sensory Faults

    Pages 20-27

    Pezzato, Corrado (et al.)

  • A Worked Example of Fokker-Planck-Based Active Inference

    Pages 28-34

    Koudahl, Magnus T. (et al.)

  • Dynamics of a Bayesian Hyperparameter in a Markov Chain

    Pages 35-41

    Biehl, Martin (et al.)

Buy this book

eBook $64.99
price for USA in USD
  • ISBN 978-3-030-64919-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $84.99
price for USA in USD
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Active Inference
Book Subtitle
First International Workshop, IWAI 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14, 2020, Proceedings
Editors
  • Tim Verbelen
  • Pablo Lanillos
  • Christopher Buckley
  • Cedric De Boom
Series Title
Communications in Computer and Information Science
Series Volume
1326
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-64919-7
DOI
10.1007/978-3-030-64919-7
Softcover ISBN
978-3-030-64918-0
Series ISSN
1865-0929
Edition Number
1
Number of Pages
VIII, 199
Number of Illustrations
12 b/w illustrations, 53 illustrations in colour
Topics