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Agents and Artificial Intelligence

12th International Conference, ICAART 2020, Valletta, Malta, February 22–24, 2020, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Ana Paula Rocha

    1. LIACC, University of Porto, Porto, Portugal

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  2. Luc Steels

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

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    You can also search for this editor in PubMed   Google Scholar

  3. Jaap van den Herik

    1. Leiden University, Leiden, The Netherlands

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12613)

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

Included in the following conference series:

Conference proceedings info: ICAART 2020.

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Table of contents (23 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Agents

    1. Front Matter

      Pages 1-1
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    2. Herd Behavior Is Sufficient to Reproduce Human Evacuation Decisions During the Great East Japan Earthquake

      • Akira Tsurushima
      Pages 3-25

    3. Intelligent Local Energy Communities: A Multiagent System Approach

      • Roman Denysiuk, Fabio Lilliu, Meritxell Vinyals, Diego Reforgiato Recupero
      Pages 26-51

    4. A Game-Theoretical Incentive Mechanism for Local Energy Communities

      • Fabio Lilliu, Roman Denysiuk, Diego Reforgiato Recupero, Meritxell Vinyals
      Pages 52-72

    5. On the Combination of Game-Theoretic Learning and Multi Model Adaptive Filters

      • Michalis Smyrnakis, Hongyang Qu, Dario Bauso, Sandor Veres
      Pages 73-105

    6. Cooperative Multi-agent Systems for the Multi-target \(\upkappa \)-Coverage Problem

      • Mirgita Frasheri, Lukas Esterle, Alessandro Vittorio Papadopoulos
      Pages 106-131

    7. A Dynamic Scheduling Multiagent System for Truck Dispatching in Open-Pit Mines

      • Gabriel Icarte Ahumada, Jean Diaz Pinto, Otthein Herzog
      Pages 132-148

    8. Time Matters: Exploring the Effects of Urgency and Reaction Speed in Automated Traders

      • Henry Hanifan, Ben Watson, John Cartlidge, Dave Cliff
      Pages 149-170

  3. Artificial Intelligence

    1. Front Matter

      Pages 171-171
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    2. Cost-Sensitive Semi-supervised Classification for Fraud Applications

      • Sulaf Elshaar, Samira Sadaoui
      Pages 173-187

    3. Blending NLP and Machine Learning for the Development of Winograd Schemas

      • Nicos Isaak, Loizos Michael
      Pages 188-214

    4. Cognitive Map Query Language for Temporal Domains

      • Adrian Robert, David Genest, Stéphane Loiseau
      Pages 215-235

    5. Choose Your Words Wisely: Leveraging Embedded Dialog Trajectories to Enhance Performance in Open-Domain Conversations

      • Nancy Fulda, Tyler Etchart, Will Myers
      Pages 236-253

    6. Heuristic Learning in Domain-Independent Planning: Theoretical Analysis and Experimental Evaluation

      • Otakar Trunda, Roman Barták
      Pages 254-279

    7. Knowledge Injection to Neural Networks with Progressive Learning Strategy

      • Ha Thanh Nguyen, Trung Kien Vu, Teeradaj Racharak, Le Minh Nguyen, Satoshi Tojo
      Pages 280-290

    8. A Scalable and Automated Machine Learning Framework to Support Risk Management

      • Luís Ferreira, André Pilastri, Carlos Martins, Pedro Santos, Paulo Cortez
      Pages 291-307

    9. Designing New Data Replication Strategies Automatically

      • Syed Mohtashim Abbas Bokhari, Oliver Theel
      Pages 308-331

    10. Trading Bias for Expressivity in Artificial Learning

      • George D. Montañez, Daniel Bashir, Julius Lauw
      Pages 332-353

    11. A Multi-modal Audience Engagement Measurement System

      • Miguel Sanz-Narrillos, Stefano Masneri, Mikel Zorrilla
      Pages 354-377
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  1. Agents and Artificial Intelligence

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About this book

This book contains the revised and extended versions of selected papers from the 12th International Conference on Agents and Artificial Intelligence, ICAART 2020, held in Valletta, Malta, in February 2020.

Overall, 45 full papers, 74 short papers, and 56 poster papers were carefully reviewed and selected from 276 initial submissions. 23 of the 45 full papers were selected to be included in this volume. These papers deal with topics such as agents and artificial intelligence.

Editors and Affiliations

  • LIACC, University of Porto, Porto, Portugal

    Ana Paula Rocha

  • ICREA, Institute of Evolutionary Biology, Barcelona, Spain

    Luc Steels

  • Leiden University, Leiden, The Netherlands

    Jaap van den Herik

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