WOA 2021 – 22nd Workshop “From Objects to Agents”

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CEUR Workshop Proceedings (AI*IA Series) 2963
Sun SITE Central Europe, RWTH Aachen University, Aachen, Germany
October 2021

Synopsis based on the public proceedings page and preface: The proceedings collect 17 peer-reviewed papers from WOA 2021. Organised around language and tools, trustworthy and explainable systems, sub-symbolic AI, logic in multi-agent systems, and agent-based modelling and simulation, the volume investigates how MAS and machine learning can support one another in integrated and explainable AI.

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page_white_acrobat Preface (editorial/introduction/preface, 2021) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
page_white_acrobat On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (paper in proceedings, 2021) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
page_white_acrobat Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap (paper in proceedings, 2021) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
page_white_acrobat Towards cooperative argumentation for MAS: An actor-based approach (paper in proceedings, 2021) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini