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Book Synopsis

AI Interpretation & Social Dimensions.- Enhancing Surrogate Decision Trees for Reinforcement Learning with Feature Importance Matrices.- Exploiting Constraint Reasoning to Build Graphical Explanations for Mixed-Integer Linear Programming.- Explaining Autonomous Vehicles with Intention-aware Policy Graphs.- Social Explainable AI: What Is It and How to Make It Happen with CIU?- LLMs & Generative AI in XAI.- Evaluating Prompt Engineering Techniques for Accuracy and Confidence Elicitation in Medical LLMs.- LLM-based Evaluation Methodology of Explanation Strategies.- LLM-based Evaluation Methodology of Explanation Strategies.- Agent Architectures & Inter-Agent Explainability.- Ladder of Intentions: Unifying Agent Architectures for Explainability and Transferability.- Engineering Inter-Agent Explainability in BDI Agents.- Human-XAI Interaction, Quality & Ethics.- Beyond Satisfaction: From Placebic to Actionable Explanations For Enhanced Understandability.- Building a Decolonized AI Ethics and Governance Framework.- Balancing Ethical Persuasion and Explanation Transparency in XAI.- Designing for Effective Human-XAI Inter-action.

Explainable Trustworthy and Responsible AI and MultiAgent Systems

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    A Paperback by Davide Calvaresi

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      Book details

      Publisher Springer Nature
      Published 10 September 2025
      ISBN-13 9783032013989
      978-3032013989
      ISBN-10 3032013984

      Description

      Book Synopsis

      AI Interpretation & Social Dimensions.- Enhancing Surrogate Decision Trees for Reinforcement Learning with Feature Importance Matrices.- Exploiting Constraint Reasoning to Build Graphical Explanations for Mixed-Integer Linear Programming.- Explaining Autonomous Vehicles with Intention-aware Policy Graphs.- Social Explainable AI: What Is It and How to Make It Happen with CIU?- LLMs & Generative AI in XAI.- Evaluating Prompt Engineering Techniques for Accuracy and Confidence Elicitation in Medical LLMs.- LLM-based Evaluation Methodology of Explanation Strategies.- LLM-based Evaluation Methodology of Explanation Strategies.- Agent Architectures & Inter-Agent Explainability.- Ladder of Intentions: Unifying Agent Architectures for Explainability and Transferability.- Engineering Inter-Agent Explainability in BDI Agents.- Human-XAI Interaction, Quality & Ethics.- Beyond Satisfaction: From Placebic to Actionable Explanations For Enhanced Understandability.- Building a Decolonized AI Ethics and Governance Framework.- Balancing Ethical Persuasion and Explanation Transparency in XAI.- Designing for Effective Human-XAI Inter-action.

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