Overview
The vast majority of current AI relies wholly on machine learning (ML). However, the past thirty years of effort in this paradigm have shown that, despite the many things that ML can achieve, it is not an all-purpose solution to building human-like intelligent systems. One hope for overcoming this limitation is hybrid AI: that is, AI that combines ML with knowledge-based processing. In Agents in the Long Game of AI, Marjorie McShane, Sergei Nirenburg, and Jesse English present recent advances in hybrid AI with special emphases on content-centric computational cognitive modeling, explainability, and development methodologies.Ā
At present, hybridization typically involves sprinkling knowledge into an ML black box. The authors, by contrast, argue that hybridization will be best achieved in the opposite way: by building agents within a cognitive architecture and then integrating judiciously selected ML results. This approach leverages the power of ML without sacrificing the kind of explainability that will foster societyās trust in AI. This book shows how we can develop trustworthy agent collaborators of a type not being addressed by the āML aloneā or āML sprinkled by knowledgeā paradigmsāand why it is imperative to do so.
This book title, Agents in the Long Game of AI (Computational Cognitive Modeling for Trustworthy, Hybrid AI), ISBN: 9780262549424, by Marjorie Mcshane, Sergei Nirenburg, Jesse English, published by MIT Press (October 1, 2024) is available in paperback. Our minimum order quantity is 25 copies. All standard bulk book orders ship FREE in the continental USA and delivered in 4-10 business days.
Unlike Amazon and other retailers who may also offer Agents in the Long Game of AI (Computational Cognitive Modeling for Trustworthy, Hybrid AI) books on their website, we specialize in large quantities and provide personal service, from trusted, experienced, friendly people in Portland, Oregon. We offer a Price Match Guarantee, and QuickQuote form, to make purchasing quick and easy.
Prefer to work with a human being when you order Agents in the Long Game of AI (Computational Cognitive Modeling for Trustworthy, Hybrid AI) books in bulk? Our Book Specialists are standing by Monday-Friday 8-5 PST, ready to help!