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Titlebook: Artificial General Intelligence; 15th International C Ben Goertzel,Matt Iklé,Denis Ponomaryov Conference proceedings 2023 The Editor(s) (if

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期刊全称Artificial General Intelligence
期刊简称15th International C
影响因子2023Ben Goertzel,Matt Iklé,Denis Ponomaryov
视频video
学科分类Lecture Notes in Computer Science
图书封面Titlebook: Artificial General Intelligence; 15th International C Ben Goertzel,Matt Iklé,Denis Ponomaryov Conference proceedings 2023 The Editor(s) (if
影响因子This book constitutes the refereed proceedings of the 15th International Conference on Artificial General Intelligence, AGI 2022, held as a hybrid event in Seattle, WA, USA, in August 2022..The 31 full papers presented in this book were carefully reviewed and selected from 61 submissions. The papers cover topics from foundations of AGI, to AGI approaches and AGI ethics, to the roles of systems biology, goal generation, and learning systems, and so much more. Additionally, this volume contains 13 posters. .
Pindex Conference proceedings 2023
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Dynamic and Evolving Neural Network for Event Discrimination to be the basis for AGI. An appropriate AGI is defined, followed by its appropriate DL implementation. We introduce an AGI, in the form of cognitive architecture, which is based on Global Workspace Theory (GWT). It consists of a supervisor, a working memory, specialized memory units, and processing
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Hierarchical Temporal DNN and Associative Knowledge Representationkles some aspects of intelligence, specifically concerning the thinking process. It is designed top-down, i.e., mainly based on cognition and communication..Additionally, this paper not only exhibits top-down verse bottom-up approaches, but also presents the two edges of evolution: the DL model cons
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General-Purpose Minecraft Agents and Hybrid AGIr studying hybrid neural-symbolic architectures for Artificial General Intelligence (AGI). We analyze the desirable behavior of such agents and sketch out an architecture for it. We implement a prototype of the agent, which is capable of achieving various goals in the Minecraft world and to perform
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Analogical Problem Solving in the Causal Cognitive Architectureon information about the external environment but also coopted by the architecture for much of its data storage and representational requirements. Sensory information is stored in navigation maps and operated on in the architecture. Enhancement of feedback pathways in the architecture allows the int
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A Biologically Plausible Graph Structure for AGIns and introduces the Universal Knowledge Store (UKS), an open-source implementation, which could form one component of AGI. Unlike backpropagation-related systems which have only the most tenuous biological relationship, graph structures . be built from basic biological neuron models.
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