• Title: Agents in the Long Game of AI: Computational Cognitive Modeling for Trustworthy, Hybrid AI
• Author(s) Marjorie McShane, Sergei Nirenburg, Jesse English
• Publisher: Cambridge University Press; 3rd edition (September 21, 2023); eBook (Creative Commons Licensed)
• License(s): Creative Commons License (CC)
• Hardcover: 900 pages
• eBook: HTML and PDF
• Language: English
• ISBN-10: 0521519004
• ISBN-13: 978-1009258197
• Share This:  

Book Description

A novel approach to hybrid AI aimed at developing trustworthy agent collaborators.

The vast majority of current AI relies wholly on machine learning (ML). One hope for overcoming this limitation is hybrid AI: that is, AI that combines ML with knowledge-based processing.

• Marjorie McShane and Sergei Nirenburg are Professors in the Cognitive Science Department and Co-Directors of the Language-Endowed Intelligent Agents Lab at Rensselaer Polytechnic Institute.

• Amazon

• Artificial Intelligence (AI)
• Machine Learning
• Deep Learning and Neural Networks
• Operations Research (OR), Linear Programming, Optimization, and Approximation
• Algorithms and Data Structures

• Agents in the Long Game of AI: Computational Cognitive Modeling for Trustworthy, Hybrid AI
• The Mirror Site (1) - PDF

• Artificial Intelligence: Foundations of Computational Agents

  The book's novel agent design space provides a coherent framework for learning, reasoning and decision making. Numerous realistic applications and examples facilitate readers understanding.

• Bayesian Models of Cognition: Reverse Engineering the Mind

  How does human intelligence work, in engineering terms? How do our minds get so much from so little? Bayesian models of cognition provide a powerful framework for answering these questions by reverse-engineering the mind.

• Artificial Intelligence and Systems of the Earth (Michel Speiser)

  About the potential and capabilities of artificial intelligence (AI) and machine learning (ML) for studying the Earth. It aims to serve as an eye-opener on new avenues of scientific research that can be enabled by AI/ML.

• AI Demystified (Alex David Pratt)

  The book is a groundbreaking exploration of how the landscape of program evaluation will be redefined by artificial intelligence and other emerging digital technologies.

• Artificial Intelligence and Evaluation: Emerging Technologies

  The book explores the potential of artificial intelligence to transform everyday life while highlighting both the benefits and risks. The book encourages readers to embrace AI responsibly, focusing on its impact on healthcare, creativity, and society.

• Demystifying Artificial Intelligence: Symbolic, Data-Driven, etc.

  This book is intended for business professionals that want to understand the fundamental concepts of Artificial Intelligence, their applications and limitations. Demystifying AI through fundamental concepts and industry examples.

• Unlocking Artificial Intelligence: From Theory to Applications

  A state-of-the-art overview of current machine learning research and its exploitation in various application areas. Deep integration of artificial intelligence (AI) methods in products and services is essential for companies to stay competitive.

• Generative AI in Higher Education: The ChatGPT Effect

  Provide a comprehensive examination of the use and impact of ChatGPT and Generative AI (GenAI) in higher education. Introduce the Six Assessment Redesign Pivotal Strategies (SARPS) and an AI Assessment Integration Framework.

• Art Intelligence: How Generative AI Relates to Human Art-Making

  What impact will Generative AI (GenAI) have on how we create art and how we understand what art is for? How will it affect the role of the artist in the future and the conditions under which artists will work?

• Responsible Use of AI in Military Systems (Jan M. Schraagen)

  Lays out what is required to develop and use AI in military systems in a responsible manner. Provides a broad overview of all relevant aspects involved with the responsible development, deployment and use of AI in military systems.

• The Very Long Game: Studies on the Global State of Defense AI

  This is an eye-opening book. AI has the potential to be the single greatest force multiplier for armed forces in human history. But how to prepare armed forces to successfully leverage AI?

• Advancing Edge Artificial Intelligence: System Contexts

  The intersection of AI, the Internet of Things (IoT) and Edge Computing has kindled the edge AI revolution that promises to redefine how we perceive and interact with the physical world through intelligent devices.

• Big Data and Artificial Intelligence in Digital Finance

  Presents how cutting-edge digital technologies like Machine Learning, Artificial Intelligence (AI), and Blockchain are set to disrupt the financial sector. Also introduces some of the most popular Big Data, AI and Blockchain applications in the sector.