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Agents and Artificial Intelligence

14th International Conference, ICAART 2022, Virtual Event, February 3–5, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Ana Paula Rocha

    1. LIACC/FEUP, Porto, Portugal

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  2. Luc Steels

    1. ICREA, Institute of Evolutionary Biology, Barcelona, Spain

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  3. Jaap van den Herik

    1. Leiden Institute of Advanced Computer Science, Leiden, The Netherlands

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13786)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ICAART 2022.

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Table of contents (9 papers)

  1. Front Matter

    Pages i-xii
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  3. Artificial Intelligence

    1. Front Matter

      Pages 49-49
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    2. Comparing Beta-VAE to WGAN-GP for Time Series Augmentation to Improve Classification Performance

      • Domen Kavran, Borut Žalik, Niko Lukač
      Pages 51-73

    3. Safe Policy Improvement Approaches and Their Limitations

      • Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft
      Pages 74-98

    4. Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks

      • Imen Smati, Rania Khalsi, Mallek Mziou-Sallami, Faouzi Adjed, Faouzi Ghorbel
      Pages 99-121

    5. Co-operative Multi-agent Twin Delayed DDPG for Robust Phase Duration Optimization of Large Road Networks

      • Priya Shanmugasundaram, Shalabh Bhatnagar
      Pages 122-142

    6. Generating the Gopher’s Grounds: Form, Function, Order, and Alignment

      • Jiayi Zhao, Anshul Kamath, Nick Grisanti, George D. Montañez
      Pages 143-168

    7. Domain Dependent Parameter Setting in SAT Solver Using Machine Learning Techniques

      • Filip Beskyd, Pavel Surynek
      Pages 169-200

    8. More Sustainable Text Classification via Uncertainty Sampling and a Human-in-the-Loop

      • Jakob Smedegaard Andersen, Olaf Zukunft
      Pages 201-225

  4. Back Matter

    Pages 227-227
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Other volumes

  1. Agents and Artificial Intelligence

Keywords

About this book

This book contains the revised and extended versions of selected papers from the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, which took place virtually during February 3–5, 2022. The conference was originally planned to take place in Vienna, Austria, but had to change to an online format due to the COVID-19 pandemic.

The 9 full papers included in this book were carefully reviewed and selected from 302 submissions. They were organized in topical sections as follows: agents; artificial intelligence.

Editors and Affiliations

  • LIACC/FEUP, Porto, Portugal

    Ana Paula Rocha

  • ICREA, Institute of Evolutionary Biology, Barcelona, Spain

    Luc Steels

  • Leiden Institute of Advanced Computer Science, Leiden, The Netherlands

    Jaap van den Herik

Bibliographic Information

  • Book Title: Agents and Artificial Intelligence

  • Book Subtitle: 14th International Conference, ICAART 2022, Virtual Event, February 3–5, 2022, Revised Selected Papers

  • Editors: Ana Paula Rocha, Luc Steels, Jaap van den Herik

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-22953-4

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-22952-7Published: 20 January 2023

  • eBook ISBN: 978-3-031-22953-4Published: 19 January 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XII, 227

  • Number of Illustrations: 5 b/w illustrations, 104 illustrations in colour

  • Topics: Artificial Intelligence

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