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Active Inference

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

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Tim Verbelen

    1. Ghent University, Ghent, Belgium

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  2. Pablo Lanillos

    1. Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands

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  3. Christopher L. Buckley

    1. University of Sussex, Brighton, UK

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  4. Cedric De Boom

    1. Ghent University, Ghent, Belgium

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1326)

Included in the following conference series:

Conference proceedings info: IWAI 2020.

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Table of contents (19 papers)

  1. Active Inference: Theory and Biology

    1. Visual Search as Active Inference

      • Emmanuel Daucé, Laurent Perrinet
      Pages 165-178

    2. Sophisticated Affective Inference: Simulating Anticipatory Affective Dynamics of Imagining Future Events

      • Casper Hesp, Alexander Tschantz, Beren Millidge, Maxwell Ramstead, Karl Friston, Ryan Smith
      Pages 179-186

    3. Causal Blankets: Theory and Algorithmic Framework

      • Fernando E. Rosas, Pedro A. M. Mediano, Martin Biehl, Shamil Chandaria, Daniel Polani
      Pages 187-198

  2. Back Matter

    Pages 199-199
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  1. Active Inference

Keywords

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.

Editors and Affiliations

  • Ghent University, Ghent, Belgium

    Tim Verbelen, Cedric De Boom

  • Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands

    Pablo Lanillos

  • University of Sussex, Brighton, UK

    Christopher L. Buckley

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