Artificial General Intelligence

14th International Conference, AGI 2021, Palo Alto, CA, USA, October 15-18, 2021, Proceedings
1. Auflage 2022
ISBN: 978-3-030-93757-7
Verlag: Springer International Publishing

Buch, Englisch, 367 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 575 g

Reihe: Lecture Notes in Artificial Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

Goertzel, Ben

Potapov, Alexey

Iklé, Matthew

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

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.