Explainable, Transparent Autonomous Agents and Multi-Agent Systems (Second International Workshop)

In the realm of artificial intelligence, the development of autonomous agents that operate transparently is becoming increasingly significant. This collection of revised selected papers from the second international workshop explores the latest research in explainable and transparent autonomous agents and multi-agent systems. Taking place in Auckland, New Zealand, the conference brought together leading experts to share their findings and insights on creating systems that not only perform tasks but also provide understandable rationale for their actions.

The contributions delve into various aspects of agent-based explanations, proposing frameworks that enhance user interaction by clarifying how decisions are made. By fostering transparency in autonomous systems, the authors aim to build trust and ensure that these technologies integrate smoothly into everyday life. This work represents a significant step forward in making AI systems more intelligible and accessible, highlighting the ongoing dialogue within the AI community on the importance of explainability in technology.