EXTRAAMAS 2023

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5th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems
London, UK, 29/05/2023–02/06/2023

The 5th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems (EXTRAAMAS) runs since 2019, and is a well-established workshop and forum. It aims to discuss and disseminate research on explainable artificial intelligence, with a particular focus on intra/inter-agent explainability and cross-disciplinary perspectives. In its 5th edition, EXTRAAMAS 2023 identifies four particular focus topics with the ultimate goal of strengthening cutting-edge foundational and applied research.

topics of interest
  • Track1: XAI in symbolic and subsymbolic AI
    XAI for Machine learning  •  Explainable neural networks  •  Symbolic knowledge injection or extraction  •  Neuro-symbolic computation  •  Computational logic for XAI  •  Multi-agent architectures for XAI  •  Surrogate models for sub-symbolic predictors  •  Explainable planning (XAIP)  •  XAI evaluation 
  • Track3: Explainable Robots and Practical Applications
    Explainable remote robots  •  Explainability and embodiment  •  Practical XAI applications  •  Emotions in XAI  •  Perception in XAI  •  Human-Robot Interaction (HRI) studies  •  Communication and reception of explanations  •  Agent simulations and XAI 
  • Track2: XAI in negotiation and conflict resolution
    Explainable conflict resolution techniques/frameworks  •  Explainable negotiation protocols and strategies  •  Explainable recommendation systems  •  Trustworthy voting mechanisms  •  Argumentation for explaining the process itself  •  Argumentation for explaining and supporting the potential outcomes  •  Explainable user/agent profiling (e.g., learning user's preferences or strategies)  •  User studies and assessment of the aforementioned approaches  •  Applications (virtual coaches, robots, IoT) 
  • Track4: (X)AI in Law, and Ethics
    XAI in AI & Law  •  Fair AI  •  XAI & Machine Ethics  •  Bias reduction  •  Deception and XAI  •  Persuasive technologies and XAI  •  Nudging and XAI  •  Legal issues of XAI  •  Liability and XAI  •  XAI, Transparency, and the Law  •  Enforceability and XAI  •  Culture-aware systems and XAI 
hosting event
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origin event for publication
page_white_acrobat Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors (paper in proceedings, 2023) — Federico Sabbatini, Roberta Calegari
page_white_acrobat A General-Purpose Protocol for Multi-Agent based Explanations (paper in proceedings, 2023) — Giovanni Ciatto, Matteo Magnini, Berk Bezcu, Reyhan Aydogan, Andrea Omicini
page_white_acrobat Preface (editorial/introduction/preface, 2023) — Davide Calvaresi, Amro Najjar, Andrea Omicini, Kary Främling
page_white_acrobat The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing (paper in proceedings, 2023) — Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, Andrea Omicini
page_white_acrobat Explainable and Transparent AI and Multi-Agent Systems (edited volume, 2023) — Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydoǧan, Rachele Carli, Giovanni Ciatto, Yazan Mualla, Kary Främling
hosting event for talk
page_white_powerpoint Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors (EXTRAAMAS 2023@AAMAS 2023, 29/05/2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
page_white_powerpoint A General-Purpose Protocol for Multi-Agent based Explanations (EXTRAAMAS 2023@AAMAS 2023, 29/05/2023) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini, Berk Buzcu, Reyhan Aydoğan, Andrea Omicini)
page_white_powerpoint The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing (EXTRAAMAS 2023@AAMAS 2023, 29/05/2023) — Andrea Agiollo (Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, Andrea Omicini)
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