Explainable, Transparent Autonomous Agents and Multi-Agent Systems: First International Workshop, Extraamas 2019, Montreal, Qc, Canada, May 13-14, 201

ISBN-13: 9783030303907 / Angielski / Miękka / 2019 / 221 str.

Davide Calvaresi; Amro Najjar; Michael Schumacher

Spis treści

Explanation and Transparency.- Towards a transparent deep ensemble method based on multiagent Argumentation.- Effects of Agents' Transparency on Teamwork.- Explainable Robots.- Explainable Multi-Agent Systems through Blockchain Technology Authors.- Explaining Sympathetic Actions of Rational Agents.- Conversational Interfaces for Explainable AI: A Human-Centered Approach.- Opening the Black Box.- Explanations of Black-Box Model Predictions by Contextual Importance and Utility.- Explainable Artificial Intelligence based Heat Recycler Fault Detection in Air Handling Unit.- Explainable Agent Simulations.- Explaining Aggregate Behaviour in Cognitive Agent Simulations using Explanation.- BEN : An Agent Architecture for Explainable and Expressive Behavior in Social Simulation.- Planning and Argumentation.- Temporal Multiagent Plan Execution: Explaining what Happened.- Explainable Argumentation for Wellness Consultation.- Explainable AI and Cognitive Science.- How Cognitive Science Impacts AI and What We Can Learn From It.