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- W4285666181 abstract "In a broader sense, “a cognitive architecture represents any attempt to create a unified theory of cognition.” Cognitive modeling techniques and cognitive architectures draw their inspiration from cognitive sciences and artificial intelligence. This chapter starts with the paradigms for modeling cognition, followed by the desired properties of cognitive agents. It provides a discussion on memory architecture that enables an agent to exploit its experience and to improve its performance over time. The chapter presents taxonomies of agent architectures before reviewing two of the classical cognitive architectures that are mature, current, and are used in computer vision problems. It introduces a rough sketch of the biologically motivated emergent architectures. The chapter concludes with some critical observations on the subject. The advances in deep neural network show a promise for the cognitive architectures to be realized through a uniform sub-symbolic representation and a uniform computing paradigm." @default.
- W4285666181 created "2022-07-17" @default.
- W4285666181 date "2020-07-06" @default.
- W4285666181 modified "2023-09-27" @default.
- W4285666181 title "Cognitive Architectures" @default.
- W4285666181 doi "https://doi.org/10.1002/9781119527886.ch6" @default.
- W4285666181 hasPublicationYear "2020" @default.
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