Please, accept our apologies in case of multiple copies of this CFP. *************************************************************************************************************************************
The 4th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems (EXTRAAMAS 2022) Auckland, New Zealand (fully online), 9 - 10 May 2022 https://extraamas.ehealth.hevs.ch/ held in conjunction with: 21st International Conference on Autonomous Agents and Multiagent Systems, May 09-13, 2022 Auckland, New Zealand https://aamas2022-conference.auckland.ac.nz/ ************************************************************************************************************************************** Aim and Scope: ============== The workshop aims to gather researchers interested in developing explainable approaches to Artificial Intelligence (AI), in particular to explainable agency, learning, reasoning, and their intersections. Participants are invited to submit papers addressing whichever phase of explainability (e.g., generation, communication, and reception) fostering transparency in autonomous agents and Multi-Agent Systems (MAS), robots, and other intelligent systems. This edition of the workshop has three particular focus topics with the ultimate goal to strengthen cutting-edge foundational and applied research: 1. XAI Fundamentals 2. XAI in Action: Applied perspectives 3. XAI and Law Cross-disciplinary Perspectives Important Dates: ================ Deadline for Submissions: 10 March 2022 (extended) Notification of acceptance: 25 March 2022 Workshop days: 9-10 May 2022 Camera-ready: 20 May 2022 Topics: ======= # Special Track I: XAI & Law - Legal requirements of explainability - Technical human-in-the-loop vs the legal notion of automated decision making - XAI in the Law domain - XAI for legal explanations & explaining legal decisions # Special Track II: The chist-ERA of XAI - Human- and agent-based argumentation for XAI - XAI and reinforcement learning - Knowledge graphs for XAI - Computational creativity and Planning for XAI - XAI and robotics - Symbolic knowledge extraction/injection - Graph neural networks for XAI - XAI for deep-learning-aided diagnoses - Case-based reasoning in XAI - Complex-networks for XAI - Success stories and surveys about XAI # Interdisciplinary Aspects - Cognitive & social sciences perspectives on explanations - HCI for XAI - Explanation visualization # XAI & Ethics - Social XAI - AI, ethics, and explainability - XAI vs AI # XAI & MAS - Multi-actors interaction in XAI - XAI for agent/robots teams - Simulations for XAI # XAI Machine learning and Knowledge Representation - Bridging symbolic and subsymbolic XAI - Knowledge generation from interpretations - Explanation visualization - Explainable knowledge generation #Explainable Agents and Robots - Explainable agent architectures & Personalized XAI - Explainable & Expressive robots - Explainable human-robot collaboration - Reinforcement Learning Agents - Multi-modal explanations Submission: =========== https://easychair.org/conferences/?conf=extraamas2022 All accepted papers can be published in the Springer post-proceedings Lecture Notes in Artificial Intelligence (LNAI). Participants are therefore invited to submit papers up to 16 pages (excl. references) in length (5 pages incl. references for demo papers), addressing the topics of the workshop. Papers must be edited using the LNCS format (applying the LNCS post-proceedings template) and have to be submitted electronically as PDF files via the EasyChair submission page. Chairs ~~~~~~ Dr. Davide Calvaresi Senior researcher at University of Applied Sciences Western Switzerland (HES-SO) Dr. Amro Najjar Associate Researcher at University of Luxembourg Prof. Kary Främling Full professor at Umeå University Prof. Michael Winikoff Full professor at Victoria University Wellington Advisory Board ~~~~~~~~~~~~~~ Prof. Virginia Dignum Full professor at Umeå University Prof. Tim Miller Associate professor at School of Computing and Information Systems at The University of Melbourne Prof. Michael Schumacher Full professor at University of Applied Sciences Western Switzerland (HES-SO) Prof. Leon Van der Torre Full professor at University of Luxembourg Special Tracks Chairs ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Dr. Réka Markovich, University of Luxembourg, Luxembourg Research areas: AI & Law and AI ethics Giovanni Ciatto, University of Bologna Research Area: AI, ML, Data Science Software Engineering Publicity Chairs ~~~~~~~~~~~~~~~~ Dr. Yazan Mualla Associate Professor at University of Technology of Belfort-Montbéliard Rachele Carli Ph.D. Student at Università di Bologna Benoît Alcaraz Ph.D. Student at University of Luxembourg Contact: ======== For questions regarding the Workshop, please contact the conference organizers: davide.calvaresi[at]hevs.ch, amro.najjar[at]uni.lu.
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