Explainable Agency in Artificial Intelligence

Explainable Agency in Artificial Intelligence portes grátis

Explainable Agency in Artificial Intelligence

Research and Practice

Tulli, Silvia; Aha, David W.

Taylor & Francis Ltd

01/2024

150

Dura

Inglês

9781032409139

15 a 20 dias

Descrição não disponível.
1. From Explainable to Justified Agency, 2. A Survey of Global Explanations in Reinforcement Learning, 3. Integrated Knowledge-Based Reasoning and Data-Driven Learning for Explainable Agency in Robotics, 4. Explanation as Question Answering Based on User Guides, 5. Interpretable Multi-Agent Reinforcement Learning with Decision-Tree Policies, 6. Towards the Automatic Synthesis of Interpretable Chess Tactics, 7. The Need for Empirical Evaluation of Explanation Quality
reinforcement learning explanations;autonomous systems trust;empirical evaluation methods;multi-agent systems;decision transparency;robotics reasoning;human-AI collaboration research