Explainable Agency in Artificial Intelligence: Research and Practice
Author:   Silvia Tulli ,  David W. Aha
Publisher:   Taylor & Francis Ltd
ISBN:  

9781032392585


Pages:   150
Publication Date:   22 January 2024
Format:   Paperback
Availability:   In Print   Availability explained
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Explainable Agency in Artificial Intelligence: Research and Practice


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Author:   Silvia Tulli ,  David W. Aha
Publisher:   Taylor & Francis Ltd
Imprint:   CRC Press
Weight:   0.312kg
ISBN:  

9781032392585


ISBN 10:   1032392584
Pages:   150
Publication Date:   22 January 2024
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1. From Explainable to Justified Agency, 2. A Survey of Global Explanations in Reinforcement Learning, 3. Integrated Knowledge-Based Reasoning and Data-Driven Learning for Explainable Agency in Robotics, 4. Explanation as Question Answering Based on User Guides, 5. Interpretable Multi-Agent Reinforcement Learning with Decision-Tree Policies, 6. Towards the Automatic Synthesis of Interpretable Chess Tactics, 7. The Need for Empirical Evaluation of Explanation Quality

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Author Information

Dr. Silvia Tulli is an Assistant Professor at Sorbonne University. She received her Marie Curie ITN research fellowship and completed her Ph.D. at Instituto Superior Técnico. Her research interests lie at the intersection of explainable AI, interactive machine learning, and reinforcement learning. Dr. David W. Aha (UC Irvine, 1990) serves as the Director of the AI Center at the Naval Research Laboratory in Washington, DC. His research interests include goal reasoning agents, deliberative autonomy, case-based reasoning, explainable AI, machine learning (ML), reproducible studies, and related topics.

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