Artificial General Intelligence
4th International Conference, AGI 2011, Mountain View, CA, USA, August 3-6, 2011. Proceedings
Editors:
- Jürgen Schmidhuber,
- Kristinn R. Thórisson,
- Moshe Looks
- … show all 3 hide
Table of contents (51 chapters)
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Front Matter
Pages -
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Long Papers
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Chapter
Pages 1-10
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Chapter
Pages 11-20
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Chapter
Pages 21-30
Coherence Progress: A Measure of Interestingness Based on Fixed Compressors
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Chapter
Pages 31-40
Sequential Constant Size Compressors for Reinforcement Learning
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Chapter
Pages 41-51
Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments
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Chapter
Pages 52-61
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Chapter
Pages 62-71
Nonlinear-Dynamical Attention Allocation via Information Geometry
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Chapter
Pages 72-81
An Information Theoretic Representation of Agent Dynamics as Set Intersections
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Chapter
Pages 82-91
On More Realistic Environment Distributions for Defining, Evaluating and Developing Intelligence
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Chapter
Pages 92-101
Structural Emergence in Partially Ordered Sets Is the Key to Intelligence
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Chapter
Pages 102-111
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Chapter
Pages 112-121
Systematically Grounding Language through Vision in a Deep, Recurrent Neural Network
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Chapter
Pages 122-132
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Chapter
Pages 133-142
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Chapter
Pages 143-152
From Memory to Problem Solving: Mechanism Reuse in a Graphical Cognitive Architecture
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Chapter
Pages 153-162
Rational Universal Benevolence: Simpler, Safer, and Wiser Than “Friendly AI”
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Chapter
Pages 163-173
The Collection of Physical Knowledge and Its Application in Intelligent Systems
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Chapter
Pages 174-183
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Chapter
Pages 184-193
Wagging the Dog: Human vs. Machine Inference of Causality in Visual Sequences
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Chapter
Pages 194-203
Learning Problem Solving Skills from Demonstration: An Architectural Approach
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- Book Title
- Artificial General Intelligence
- Book Subtitle
- 4th International Conference, AGI 2011, Mountain View, CA, USA, August 3-6, 2011. Proceedings
- Copyright
- 2011
- DOI
- 10.1007/978-3-642-22887-2
- Print ISBN
- 978-3-642-22886-5
- Online ISBN
- 978-3-642-22887-2
- Series Title
- Lecture Notes in Computer Science
- Series Volume
- 6830
- Series ISSN
- 0302-9743
- Publisher
- Springer Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- Additional Links
- Topics
- Industry Sectors
- eBook Packages
- Editors
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- Jürgen Schmidhuber (19)
- Kristinn R. Thórisson (20)
- Moshe Looks (21)
- Editor Affiliations
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- 19. Istituto Dalle Molle di Studi sull’Intelligenza Artificiale (IDSIA)
- 20. Reykjavik University, CADIA
- 21. Google Research
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