{"product_id":"cognitive-architectures-in-the-age-gareth-thomas-9798188910167","title":"Cognitive Architectures in the Age of Embodied Intelligence: From ACT-R and Soar to Vision-Language-Action Models","description":"\u003cb\u003eMost Cognitive Architecture Theory Was Built for a World That No Longer Exists\u003c\/b\u003e\u003cp\u003eThe world does not arrive as clean symbols.\u003c\/p\u003e\u003cp\u003eA robot encounters noisy sensors, incomplete information, moving objects, uncertain consequences, continuous action, and deadlines that cannot be paused while a reasoning cycle finishes.\u003c\/p\u003e\u003cp\u003eYet much of cognitive architecture still evaluates intelligence as though perception has already been solved and motor control is merely an output stage.\u003c\/p\u003e\u003cp\u003eAt the opposite extreme, foundation-model agents can produce remarkable results while leaving fundamental questions unanswered: \u003c\/p\u003e\u003cp\u003e\u003cb\u003eHow is memory organised?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eHow are competing actions selected?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eHow does the system respond to interruption?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eHow does it learn continuously without destroying earlier competence?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat remains fixed across tasks?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eCognitive Architectures in the Age of Embodied Intelligence confronts both failures.\u003c\/i\u003e\u003c\/p\u003e\u003cp\u003eThis is not a catalogue of every system ever described as a cognitive architecture. It is a mechanism-level examination of the architectures and design traditions that expose the field's most important choices.\u003c\/p\u003e\u003cp\u003eThe book asks: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cb\u003eWhat remains fixed while tasks and knowledge change?\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eHow is information represented, stored, retrieved, and transformed?\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eHow are actions selected, timed, interrupted, and revised?\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eHow does learning alter future behaviour?\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eWhat evidence would falsify an architectural claim?\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eCan the architecture survive contact with a noisy physical world?\u003c\/b\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eYou will examine ACT-R, Soar, CLARION, EPIC, ICARUS, Sigma, LIDA, Leabra, Nengo and the Semantic Pointer Architecture, DIARC, RCS, and related systems through a consistent analytical framework.\u003c\/p\u003e\u003cp\u003eYou will see where their commitments remain powerful, where they break down, and where they quietly depend on disembodied interfaces supplying clean symbols and accepting discrete responses.\u003c\/p\u003e\u003cp\u003eThe same standard is then applied to vision-language-action models and other foundation-model agents-systems that achieve capabilities classical architectures never reached while often leaving memory, continual learning, temporal coordination, control, and failure patterns underspecified.\u003c\/p\u003e\u003ci\u003eExamine the Mechanisms Every Complete Architecture Must Solve\u003c\/i\u003e\u003cp\u003eThe book covers: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cb\u003ePerception and attention under uncertainty\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eAction selection, timing, and continuous motor control\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eSymbol grounding and spatial representation\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eSituated, declarative, episodic, and procedural memory\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eLearning from interaction\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eLanguage and social grounding\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eFoundation models for embodied action\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eLifelong learning and catastrophic interference\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eWeb-scale knowledge control\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eEvaluation beyond benchmark scores\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eExperiments that discriminate between rival mechanisms\u003c\/b\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eEmbodiment is treated not as an optional feature but as an architectural constraint.\u003c\/p\u003e\u003cp\u003eThe Common Model of Cognition is used as a disciplined reference point rather than an empty slogan. Classical architectures are neither dismissed as obsolete nor protected from criticism. Foundation models are neither treated as complete theories of cognition nor reduced to statistical tricks.\u003c\/p\u003e\u003cp\u003eEvery approach is judged by the same standard: \u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat are its fixed design commitments, how do they produce behaviour, and what happens when those commitments meet the physical world?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis book is for researchers, engineers, roboticists, AI practitioners, cognitive scientists, graduate students, and educators who need to distinguish genuine architectural explanation from intelligent-looking output.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Gareth Thomas\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798188910167\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/25\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 382\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.95lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.79d","brand":"Gareth Thomas","offers":[{"title":"Paperback","offer_id":49097595846911,"sku":"9798188910167","price":33.97,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/cognitive-architectures-in-the-age-gareth-thomas-9798188910167","provider":"WR Book House","version":"1.0","type":"link"}