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Agents in the Long Game of AI: Computational Cognitive Modeling for Trustworthy, Hybrid AI
MARJORIE MCSHANE & AL
| $73.00
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 English book |
 Feuilleter
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Upon order : 2 to 4 weeks
INFORMATION
Your package will leave our warehouse within 10 to 20 days, excluding weekends and legal holidays. The delivery date will depend upon delivery by post, according to the destination distance. Deliveries within Quebec usually take from one to three days.
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Agents in the Long Game of AI: Computational Cognitive Modeling for Trustworthy, Hybrid AI
by
MCSHANE, MARJORIE & AL
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Summary
A novel approach to hybrid AI aimed at developing trustworthy agent collaborators.
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.
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 society’s trust in AI. This book shows how we can develop trustworthy agent collaborators of a type not being addressed by the “ML alone” or “ML sprinkled by knowledge” paradigms—and why it is imperative to do so.
Details
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Price:
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$73.00
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Category:
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Author:
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MARJORIE MCSHANE & AL
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Title:
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Agents in the Long Game of AI: Computational Cognitive Modeling for Trustworthy, Hybrid AI
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Release date:
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01 October 2024
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Editor:
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MIT PRESS
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Pages:
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336
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Subject:
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Général
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ISBN:
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9780262549424 (0262549425)
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Renaud-Bray Reference:
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20123851
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Item nb:
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4212416
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Agents in the Long Game of AI: Computational Cognitive Modeling for Trustworthy, Hybrid AI
,
MCSHANE, MARJORIE & AL
©
MIT PRESS
2024
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