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ORCID10. AGI 2017: Melbourne, VIC, Australia
- Tom Everitt, Ben Goertzel, Alexey Potapov:
Artificial General Intelligence - 10th International Conference, AGI 2017, Melbourne, VIC, Australia, August 15-18, 2017, Proceedings. Lecture Notes in Computer Science 10414, Springer 2017, ISBN 978-3-319-63702-0
Architectures
- Ben Goertzel:
From Abstract Agents Models to Real-World AGI Architectures: Bridging the Gap. 3-12 - Ben Goertzel:
A Formal Model of Cognitive Synergy. 13-22 - Claes Strannegård, Nils Svangård, Joscha Bach, Bas R. Steunebrink:
Generic Animats. 23-32 - Pei Wang, Xiang Li, Patrick Hammer:
Self-awareness and Self-control in NARS. 33-43 - Khin Hua Ng, Zhiyuan Du, Gee Wah Ng:
DSO Cognitive Architecture: Unified Reasoning with Integrative Memory Using Global Workspace Theory. 44-53
Mathematical Foundations
- Steven Phillips:
A General (Category Theory) Principle for General Intelligence: Duality (Adjointness). 57-66 - Eray Özkural:
Abstract Representations and Generalized Frequent Pattern Discovery. 67-76 - Arthur Franz:
On Hierarchical Compression and Power Laws in Nature. 77-86 - Yi Zhou:
From First-Order Logic to Assertional Logic. 87-97
Algorithms
- Alexey Potapov, Sergey Rodionov:
Genetic Algorithms with DNN-Based Trainable Crossover as an Example of Partial Specialization of General Search. 101-111 - Douglas Summers-Stay:
Deductive and Analogical Reasoning on a Semantically Embedded Knowledge Graph. 112-122 - David Rawlinson
, Gideon Kowadlo:
Computational Neuroscience Offers Hints for More General Machine Learning. 123-132 - Ahmad Arinaldi, Mohamad Ivan Fanany:
Generating Single Subject Activity Videos as a Sequence of Actions Using 3D Convolutional Generative Adversarial Networks. 133-142 - John Kalantari, Michael A. Mackey:
One-Shot Ontogenetic Learning in Biomedical Datastreams. 143-153 - Christian Rodriguez, Giselle Marston, William Goolkasian, Ashley Rosenberg, Andrew Nuxoll:
The MaRz Algorithm: Towards an Artificial General Episodic Learner. 154-163
Safety
- Tobias Wängberg, Mikael Böörs, Elliot Catt, Tom Everitt, Marcus Hutter:
A Game-Theoretic Analysis of the Off-Switch Game. 167-177 - Rafal Rzepka, Kenji Araki:
What People Say? Web-Based Casuistry for Artificial Morality Experiments. 178-187 - Nadisha-Marie Aliman:
Malevolent Cyborgization. 188-197
Understanding
- Kristinn R. Thórisson, David Kremelberg:
Understanding and Common Sense: Two Sides of the Same Coin? 201-211 - Jordi Bieger, Kristinn R. Thórisson, Bas R. Steunebrink:
The Pedagogical Pentagon: A Conceptual Framework for Artificial Pedagogy. 212-222
Human Cognition
- Nader Chmait, David L. Dowe, Yuan-Fang Li, David G. Green:
An Information-Theoretic Predictive Model for the Accuracy of AI Agents Adapted from Psychometrics. 225-236 - Djallel Bouneffouf, Irina Rish, Guillermo A. Cecchi:
Bandit Models of Human Behavior: Reward Processing in Mental Disorders. 237-248 - Kota Itoda, Norifumi Watanabe, Yoshiyasu Takefuji:
Analyzing Human Decision Making Process with Intention Estimation Using Cooperative Pattern Task. 249-258 - Timothy van Gelder, Richard de Rozario:
Pursuing Fundamental Advances in Human Reasoning. 259-262
Philosophy
- Marcus Abundis:
A Priori Modeling of Information and Intelligence. 265-273
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