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goertzel ben (curatore); iklé matthew (curatore); potapov alexey (curatore) - artificial general intelligence

Artificial General Intelligence 14th International Conference, AGI 2021, Palo Alto, CA, USA, October 15–18, 2021, Proceedings

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 01/2022
Edizione: 1st ed. 2022





Trama

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.





Sommario

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.










Altre Informazioni

ISBN:

9783030937577

Condizione: Nuovo
Collana: Lecture Notes in Computer Science
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:XI, 367 p. 65 illus.
Pagine Arabe: 367
Pagine Romane: xi


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