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EXTRAAMAS 2019: Montreal, QC, Canada

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Davide Calvaresi, Amro Najjar, Michael Schumacher, Kary Främling:
Explainable, Transparent Autonomous Agents and Multi-Agent Systems - First International Workshop, EXTRAAMAS 2019, Montreal, QC, Canada, May 13-14, 2019, Revised Selected Papers. Lecture Notes in Computer Science 11763, Springer 2019, ISBN 978-3-030-30390-7

Explanation and Transparency

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Naziha Sendi, Nadia Abchiche-Mimouni, Farida Zehraoui:
Towards a Transparent Deep Ensemble Method Based on Multiagent Argumentation. 3-21
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Silvia Tulli, Filipa Correia, Samuel Mascarenhas, Samuel Gomes, Francisco S. Melo, Ana Paiva:
Effects of Agents' Transparency on Teamwork. 22-37

Explainable Robots

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Davide Calvaresi, Yazan Mualla, Amro Najjar, Stéphane Galland, Michael Schumacher:
Explainable Multi-Agent Systems Through Blockchain Technology. 41-58
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Timotheus Kampik, Juan Carlos Nieves, Helena Lindgren:
Explaining Sympathetic Actions of Rational Agents. 59-76
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Sophie F. Jentzsch, Sviatlana Höhn, Nico Hochgeschwender:
Conversational Interfaces for Explainable AI: A Human-Centred Approach. 77-92

Opening the Black Box

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Sule Anjomshoae, Kary Främling, Amro Najjar:
Explanations of Black-Box Model Predictions by Contextual Importance and Utility. 95-109
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Manik Madhikermi, Avleen Kaur Malhi, Kary Främling:
Explainable Artificial Intelligence Based Heat Recycler Fault Detection in Air Handling Unit. 110-125

Explainable Agent Simulations

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Tobias Ahlbrecht, Michael Winikoff:
Explaining Aggregate Behaviour in Cognitive Agent Simulations Using Explanation. 129-146
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Mathieu Bourgais, Patrick Taillandier, Laurent Vercouter:
BEN: An Agent Architecture for Explainable and Expressive Behavior in Social Simulation. 147-163

Planning and Argumentation

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Gianluca Torta, Roberto Micalizio, Samuele Sormano:
Temporal Multiagent Plan Execution: Explaining What Happened. 167-185
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Isabel Sassoon, Nadin Kökciyan, Elizabeth Sklar, Simon Parsons:
Explainable Argumentation for Wellness Consultation. 186-202

Explainable AI and Cognitive Science

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Marcus Westberg, Amber Zelvelder, Amro Najjar:
A Historical Perspective on Cognitive Science and Its Influence on XAI Research. 205-219

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