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

Front Matter ....Pages I-XI
Front Matter ....Pages 1-1
 From Abstract Agents Models to Real-World AGI Architectures: Bridging the Gap  (Ben Goertzel)....Pages 3-12
 A Formal Model of Cognitive Synergy  (Ben Goertzel)....Pages 13-22
 Generic Animats  (Claes Strannegård, Nils Svangård, Joscha Bach, Bas Steunebrink)....Pages 23-32
 Self-awareness and Self-control in NARS  (Pei Wang, Xiang Li, Patrick Hammer)....Pages 33-43
 DSO Cognitive Architecture: Unified Reasoning with Integrative Memory Using Global Workspace Theory  (Khin Hua Ng, Zhiyuan Du, Gee Wah Ng)....Pages 44-53
Front Matter ....Pages 55-55
 A General (Category Theory) Principle for General Intelligence: Duality (Adjointness)  (Steven Phillips)....Pages 57-66
 Abstract Representations and Generalized Frequent Pattern Discovery  (Eray Özkural)....Pages 67-76
 On Hierarchical Compression and Power Laws in Nature  (Arthur Franz)....Pages 77-86
 From First-Order Logic to Assertional Logic  (Yi Zhou)....Pages 87-97
Front Matter ....Pages 99-99
 Genetic Algorithms with DNN-Based Trainable Crossover as an Example of Partial Specialization of General Search  (Alexey Potapov, Sergey Rodionov)....Pages 101-111
 Deductive and Analogical Reasoning on a Semantically Embedded Knowledge Graph  (Douglas Summers-Stay)....Pages 112-122
 Computational Neuroscience Offers Hints for More General Machine Learning  (David Rawlinson, Gideon Kowadlo)....Pages 123-132
 Generating Single Subject Activity Videos as a Sequence of Actions Using 3D Convolutional Generative Adversarial Networks  (Ahmad Arinaldi, Mohamad Ivan Fanany)....Pages 133-142
 One-Shot Ontogenetic Learning in Biomedical Datastreams  (John Kalantari, Michael A. Mackey)....Pages 143-153
 The MaRz Algorithm: Towards an Artificial General Episodic Learner  (Christian Rodriguez, Giselle Marston, William Goolkasian, Ashley Rosenberg, Andrew Nuxoll)....Pages 154-163
Front Matter ....Pages 165-165
 A Game-Theoretic Analysis of the Off-Switch Game  (Tobias Wängberg, Mikael Böörs, Elliot Catt, Tom Everitt, Marcus Hutter)....Pages 167-177
 What People Say? Web-Based Casuistry for Artificial Morality Experiments  (Rafal Rzepka, Kenji Araki)....Pages 178-187
 Malevolent Cyborgization  (Nadisha-Marie Aliman)....Pages 188-197
Front Matter ....Pages 199-199
 Understanding and Common Sense: Two Sides of the Same Coin?  (Kristinn R. Thórisson, David Kremelberg)....Pages 201-211
 The Pedagogical Pentagon: A Conceptual Framework for Artificial Pedagogy  (Jordi Bieger, Kristinn R. Thórisson, Bas R. Steunebrink)....Pages 212-222
Front Matter ....Pages 223-223
 An Information-Theoretic Predictive Model for the Accuracy of AI Agents Adapted from Psychometrics  (Nader Chmait, David L. Dowe, Yuan-Fang Li, David G. Green)....Pages 225-236
 Bandit Models of Human Behavior: Reward Processing in Mental Disorders  (Djallel Bouneffouf, Irina Rish, Guillermo A. Cecchi)....Pages 237-248
 Analyzing Human Decision Making Process with Intention Estimation Using Cooperative Pattern Task  (Kota Itoda, Norifumi Watanabe, Yoshiyasu Takefuji)....Pages 249-258
 Pursuing Fundamental Advances in Human Reasoning  (Timothy van Gelder, Richard de Rozario)....Pages 259-262
Front Matter ....Pages 263-263
 A Priori Modeling of Information and Intelligence  (Marcus Abundis)....Pages 265-273
Back Matter ....Pages 275-275