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EXTRAAMAS 2021
EXplainable and TRAnsparent AI and Multi-Agent Systems: Third International Workshop
London, UK, 03/05/2021–04/05/2021
The 3rd International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems (EXTRAAMAS 2021) is a forum to discuss and disseminate research on explainable artificial intelligence with a particular focus on cross-disciplinary perspectives. This year's workshop has two particular focus topics with the ultimate goal to strengthen bleeding-edge foundational and applied research:
XAI in Action: Applied perspectives — EXTRAAMAS explicitly encourages the submission of applied research and demonstration papers. To further facilitate applied perspectives, EXTRAAMAS will organize a panel of industry experts. The panel will be guided to discuss a set of – sometimes provocative questions – in interaction with the audience.
Explainable Reasoning in Face of Contradictions: Cross-disciplinary Perspectives — To facilitate basic research questions that lie at the heart of the AAMAS community, EXTRAAMAS explicitly encourages submissions on symbolic approaches to explainable AI and explainable agency. The corresponding EXTRAAMAS session will be kicked off by a keynote by Dov Gabbay, Augustus De Morgan Professor Emeritus of Logic at the Department of Informatics, King’s College London & Professor Emeritus at Bar-Ilan University, Israel. Selected papers will be invited to a special issue in the Journal of Applied Logics - IfCoLoG Journal of Logics and their Applications.
temi di interesse
Special Focus: Explainable Reasoning in Face of Contradictions
Principle-based symbolic reasoning and explainable loop-busting
XAI and formal models of human reasoning
Neuro-symbolic approaches to explainable and principle-based reasoning
Principle-based and explainable legal reasoning
Other cross-disciplinary perspectives on explainable reasoning and contradiction resolution
Explainable Agents and Robots
Explainable agent architectures
Personalized XAI
Explainable & Expressive robots
Explainable human-robot collaboration
Reinforcement Learning Agents
Multi-modal explanations
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
Interdisciplinary Aspects
Cognitive and social sciences perspectives on explanations
Blue Sky 2021 @ AAMAS 2021
Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search (articolo in atti, 2021) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Agents Explaining to Agents (EXTRAAMAS 2021 @ AAMAS 2021, 04/05/2021) — Andrea Omicini (Andrea Omicini)