Book Volume 6830 2011

Artificial General Intelligence

4th International Conference, AGI 2011, Mountain View, CA, USA, August 3-6, 2011. Proceedings

Editors:

ISBN: 978-3-642-22886-5 (Print) 978-3-642-22887-2 (Online)

Table of contents (51 chapters)

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  1. Front Matter

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  2. Long Papers

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      Pages 1-10

      Self-Modification and Mortality in Artificial Agents

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      Pages 11-20

      Delusion, Survival, and Intelligent Agents

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      Pages 21-30

      Coherence Progress: A Measure of Interestingness Based on Fixed Compressors

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      Pages 31-40

      Sequential Constant Size Compressors for Reinforcement Learning

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      Pages 41-51

      Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments

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      Chapter

      Pages 52-61

      Optimal Direct Policy Search

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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

      Integrating Perception and Cognition for AGI

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      Pages 112-121

      Systematically Grounding Language through Vision in a Deep, Recurrent Neural Network

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      Chapter

      Pages 122-132

      Comparing Humans and AI Agents

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      Pages 133-142

      The LIDA Framework as a General Tool for AGI

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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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      Pages 163-173

      The Collection of Physical Knowledge and Its Application in Intelligent Systems

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      Chapter

      Pages 174-183

      Rationality and General Intelligence

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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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