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Special Issue for the 22nd Workshop “From Objects to Agents'' (WOA 2021)
Synopsis based on the public editorial: This editorial introduces six extended and improved papers selected from WOA 2021. Together they examine multi-agent systems in the machine-learning era, including symbolic knowledge extraction, semantic processing of emergency plans, agent-based market simulation, trustworthy human–robot interaction, cognitive agents for the Semantic Web, and reinforcement-learning-based e-scooter balancing.