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Artificial general intelligence : 10th International Conference, AGI 2017, Melbourne, VIC, Australia, August 15-18, 2017, Proceedings

Author: Tom Everitt, (Researcher on artificial intelligence); Ben Goertzel; Alexey Potapov
Publisher: Cham : Springer, [2017]
Series: Lecture notes in computer science, 10414.; LNCS sublibrary., SL 7,, Artificial intelligence.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
This book constitutes the proceedings of the 10th International Conference on Artificial General Intelligence, AGI 2017, held in Melbourne, VIC, Australia, in August 2017. The 24 regular papers presented in this book together with 1 short paper were carefully reviewed and selected from 35 submissions. They cover topics such as architectures; mathematical foundations; algorithms; safety; understanding; human  Read more...
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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Print version:
AGI (Conference) (10th : 2017 : Melbourne, Vic., Australia).
Artificial general intelligence
(OCoLC)1015200864
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Tom Everitt, (Researcher on artificial intelligence); Ben Goertzel; Alexey Potapov
ISBN: 9783319637037 3319637037
OCLC Number: 1002345625
Description: 1 online resource (xi, 275 pages) : illustrations.
Contents: From abstract agents models to real-world AGI architectures : bridging the gap / Ben Goertzel --
A formal model of cognitive synergy / Ben Goertzel --
Generic animats / Claes Strannegård, Nils Svangård, Joscha Bach, and Bas Steunebrink --
Self-awareness and self-control in NARS / Pei Wang, Xiang Li, and Patrick Hammer --
DSO cognitive architecture : unified reasoning with integrative memory using global workspace theory / Khin Hua Ng, Zhiyuan Du, and Gee Wah Ng --
A general (category theory) principle for general intelligence : duality (adjointness) / Steven Phillips --
Abstract representations and generalized frequent pattern discovery / Eray Özkural --
On hierarchical compression and power laws in nature / Arthur Franz --
From first-order logic to assertional logic / Yi Zhou --
Genetic algorithms with DNN-based trainable crossover as an example of partial specialization of general search / Alexey Potapov and Sergey Rodionov --
Deductive and analogical reasoning on a semantically embedded knowledge graph / Douglas Summers-Stay --
Computational neuroscience offers hints for more general machine learning / David Rawlinson and Gideon Kowadlo --
Generating single subject activity videos as a sequence of actions using 3D convolutional generative adversarial networks / Ahmad Arinaldi and Mohamad Ivan Fanany --
One-shot ontogenetic learning in biomedical datastreams / John Kalantari and Michael A. Mackey --
The MaRz algorithm : towards an artificial general episodic learner / Christian Rodriguez, Giselle Marston, William Goolkasian, Ashley Rosenberg, and Andrew Nuxoll --
A game-theoretic analysis of the off-switch game / Tobias Wängberg, Mikael Böörs, Elliot Catt, Tom Everitt, and Marcus Hutter --
What people say? : web-based casuistry for artificial morality experiments / Rafal Rzepka and Kenji Araki Malevol --
Understanding and common sense : two sides of the same coin? / Kristinn R. Thórisson and David Kremelberg --
The pedagogical pentagon : a conceptual framework for artificial pedagogy / Jordi Bieger, Kristinn R. Thórisson, and Bas R. Steunebrink --
An information-theoretic predictive model for the accuracy of AI agents adapted from psychometrics / Nader Chmait, David L. Dowe, Yuan-Fang Li, and David G. Green --
Bandit models of human behavior : reward processing in mental disorders / Djallel Bouneffouf, Irina Rish, and Guillermo A. Cecchi Analyzing --
Human decision making process with intention estimation using cooperative pattern task / Kota Itoda, Norifumi Watanabe, and Yoshiyasu Takefuji --
Pursuing fundamental advances in human reasoning / Timothy van Gelder and Richard de Rozario --
A priori modeling of information and intelligence / Marcus Abundis.
Series Title: Lecture notes in computer science, 10414.; LNCS sublibrary., SL 7,, Artificial intelligence.
Other Titles: AGI 2017
Responsibility: edited by Tom Everitt, Ben Goertzel, Alexey Potapov.

Abstract:

This book constitutes the proceedings of the 10th International Conference on Artificial General Intelligence, AGI 2017, held in Melbourne, VIC, Australia, in August 2017. The 24 regular papers  Read more...

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