Shulph Ink
Explainable Agency in Artificial Intelligence: Research and Practice
Explainable Agency in Artificial Intelligence: Research and Practice
💎 Earn 714 Points (£7.14) on this item.
YOU SAVE £7.20
- Condition: Brand new
- UK Delivery times: Usually arrives within 2 - 3 working days
- UK Shipping: Fee starts at £2.39. Subject to product weight & dimension
Bulk ordering. Want 15 or more copies? Get a personalised quote and bigger discounts. Learn more about bulk orders.
Couldn't load pickup availability
- More about Explainable Agency in Artificial Intelligence: Research and Practice
Explainable agency (EA) is a subtopic of XAI that involves producing records of decisions made during an agent's reasoning, summarizing its behavior in human-accessible terms, and providing answers to questions about specific choices and the reasons for them. This book explores the concept of endowing intelligent agents with explainable agency and discusses challenges, recent research results, lessons learned from applications, and recommendations for future research directions in EA.
Format: Hardback
Length: 150 pages
Publication date: 22 January 2024
Publisher: Taylor & Francis Ltd
Explainable agency (EA) is a subtopic of explainable AI (XAI) that involves producing records of decisions made during an agent's reasoning, summarizing its behavior in human-accessible terms, and providing answers to questions about specific choices and the reasons for them. It differs from interpretable machine learning (IML), which focuses on providing insight (typically, for an ML expert) concerning a learned model and its decisions. Explainable agency typically involves a broader set of AI-enabled techniques, systems, and stakeholders (e.g., end users), where the explanations provided by EA agents are best evaluated in the context of human subject studies.
The chapters of this book explore the concept of endowing intelligent agents with explainable agency, which is crucial for agents to be trusted by humans in critical domains such as finance, self-driving vehicles, and military operations. The book presents the work of researchers from a variety of perspectives and describes challenges, recent research results, lessons learned from applications, and recommendations for future research directions in EA. The historical perspectives of explainable agency and the importance of interactivity in explainable systems are also discussed.
Ultimately, this book aims to contribute to the successful partnership between humans and AI systems.
Features:
Contributes to the topic of explainable artificial intelligence (XAI)
Focuses on the XAI subtopic of explainable agency
Includes an introductory chapter, a survey, and five other original contributions
Weight: 470g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032409139
This item can be found in:
UK and International shipping information
UK and International shipping information
UK Delivery and returns information:
- Delivery within 2 - 3 days when ordering in the UK.
- Shipping fee for UK customers from £2.39. Fully tracked shipping service available.
- Returns policy: Return within 30 days of receipt for full refund.
International deliveries:
Shulph Ink now ships to Australia, Belgium, Canada, France, Germany, Ireland, Italy, India, Luxembourg Saudi Arabia, Singapore, Spain, Netherlands, New Zealand, United Arab Emirates, United States of America.
- Delivery times: within 5 - 10 days for international orders.
- Shipping fee: charges vary for overseas orders. Only tracked services are available for most international orders. Some countries have untracked shipping options.
- Customs charges: If ordering to addresses outside the United Kingdom, you may or may not incur additional customs and duties fees during local delivery.
