Overview
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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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.
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.
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Keywords
- artificial intelligence
- bayesian
- bayesian networks
- computer networks
- computer systems
- computer vision
- correlation analysis
- Human-Computer Interaction (HCI)
- image processing
- inference
- inference engines
- linear matrix inequalities
- machine learning
- markov processes
- matrix algebra
- probabilistic inference
- probability
- probability distribution
Table of contents (19 papers)
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Front Matter
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Active Inference and Continuous Control
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Front Matter
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Active Inference and Machine Learning
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Front Matter
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Active Inference: Theory and Biology
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Front Matter
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Other volumes
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Active Inference
Editors and Affiliations
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 L. Buckley, Cedric De Boom
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-030-64919-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-64918-0Published: 18 December 2020
eBook ISBN: 978-3-030-64919-7Published: 17 December 2020
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: VIII, 199
Number of Illustrations: 12 b/w illustrations, 53 illustrations in colour
Topics: Artificial Intelligence, Numeric Computing, Probability and Statistics in Computer Science, Information Systems and Communication Service, Computer Imaging, Vision, Pattern Recognition and Graphics, Computer Appl. in Social and Behavioral Sciences