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Artificial General Intelligence [electronic resource] : 14th International Conference, AGI 2021, Palo Alto, CA, USA, October 15-18, 2021, Proceedings / edited by Ben Goertzel, Matthew Iklé, Alexey Potapov.

Contributor(s): Goertzel, Ben [editor.] | Iklé, Matthew [editor.] | Potapov, Alexey [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Artificial Intelligence: 13154Publisher: Cham : Springer International Publishing : Imprint: Springer, 2022Edition: 1st ed. 2022.Description: XI, 367 p. 65 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030937584.Subject(s): Artificial intelligence | Software engineering | Machine theory | Application software | Social sciences -- Data processing | Computers | Artificial Intelligence | Software Engineering | Formal Languages and Automata Theory | Computer and Information Systems Applications | Computer Application in Social and Behavioral Sciences | Computing MilieuxAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
Artificial General Intelligence -- Artificial Intelligence.-Natural language processing. Knowledge representation and reasoning -- Cognitive science -- Intelligent agents -- Multi-agent systems -- Cognitive robotics -- Computer vision -- Machine learning -- Unsupervised learning -- Reinforcement learning -- Transfer learning. Deep learning -- Neural networks. Probabilistic graphical models -- Inductive learning.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 14th International Conference on Artificial General Intelligence, AGI 2021, held as a hybrid event in San Francisco, CA, USA, in October 2021. The 36 full papers presented in this book were carefully reviewed and selected from 50 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.
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Artificial General Intelligence -- Artificial Intelligence.-Natural language processing. Knowledge representation and reasoning -- Cognitive science -- Intelligent agents -- Multi-agent systems -- Cognitive robotics -- Computer vision -- Machine learning -- Unsupervised learning -- Reinforcement learning -- Transfer learning. Deep learning -- Neural networks. Probabilistic graphical models -- Inductive learning.

This book constitutes the refereed proceedings of the 14th International Conference on Artificial General Intelligence, AGI 2021, held as a hybrid event in San Francisco, CA, USA, in October 2021. The 36 full papers presented in this book were carefully reviewed and selected from 50 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.

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