EAAI - AAAI22: The AAAI-22 Workshop on Explainable Agency in Artificial Intelligence Vancouver, Canada, February 22-March 1, 2022 |
Conference website | https://sites.google.com/view/eaai-ws-2022/topic |
Submission link | https://easychair.org/conferences/?conf=eaaiaaai22 |
Abstract registration deadline | November 12, 2021 |
Submission deadline | November 12, 2021 |
As Artificial Intelligence (AI) begins to impact our everyday lives, industry, government, and society with tangible consequences, it becomes increasingly important for a user to understand the reasons and models underlying an AI-enabled system's decisions and recommendations. Explainable Agency captures the idea that AI systems will need to be trusted by human agents and, as autonomous agents themselves "must be able to explain their decisions and the reasoning that produced their choices" (Langley et al., 2017).
This workshop aims to bring together researchers and practitioners working on different facets of these problems, from diverse backgrounds to share challenges, new directions, recent research results, and lessons from applications. We especially welcome research from fields including but not limited to AI, human-computer interaction, human-robot interaction, cognitive science, human factors, and philosophy.
Submission Guidelines
All papers must be original and not simultaneously submitted to another journal or conference. The submissions must be in PDF format, written in English, and formatted according to the AAAI camera-ready style. All papers will be peer-reviewed, single-blinded. Submitted papers will be assessed based on their novelty, technical quality, potential impact, insightfulness, depth, clarity, and reproducibility. The following paper categories are welcome:
- Novel Research Contribution describing original methods and/or results (6 pages plus references)
- Surveys summarizing and organizing recent research results (up to 8 pages plus references)
- Demonstrations detailing applications of research findings, and/or debating relevant challenges and issues in the field (4 pages plus references)
Deadlines
- Workshop submission deadline: Nov 12 2021 (anywhere on earth)
- Notice of acceptance/rejection: Dec 3 2021
- Early registration deadline: Dec 18 2021
- Workshop date: Feb 28 - Marc 1 2022
Organizing committee and Contacts
- Silvia Tulli: Dept. Computer Science and Engineering, INESC-ID, IST Ulisboa, Lisbon, Portugal - currently at Sorbonne University, Paris, France - silvia.tulli@gaips.inesc-id.pt
- Prashan Madumal: Science and Information Systems, University of Melbourne, Parkville, Australia - pmathugama@student.unimelb.edu.au
- Mark T. Keane: School of Computer Science, University College Dublin, Dublin, Ireland - mark.keane@ucd.ie
- David W. Aha: Navy Center for Applied Research in AI, Naval Research Laboratory, Washington, USA - david.aha@nrl.navy.mil
Additional Information
Find out more: https://sites.google.com/view/explainableagencyinai2022/call