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Artificial General Intelligence

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

  • Conference proceedings
  • © 2011

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Editors:
  1. Jürgen Schmidhuber

    1. Istituto Dalle Molle di Studi sull’Intelligenza Artificiale (IDSIA), Lugano, Switzerland

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  2. Kristinn R. Thórisson

    1. Reykjavik University, CADIA, Reykjavik, Iceland

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  3. Moshe Looks

    1. Google Research, CA, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6830)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Conference proceedings info: AGI 2011.

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About this book

This book constitutes the refereed proceedings of the 4th International Conference on Artificial General Intelligence, AGI 2011, held in Mountain View, CA, USA, in August 2011. The 28 revised full papers and 26 short papers were carefully reviewed and selected from 103 submissions. The papers are written by leading academic and industry researchers involved in scientific and engineering work and focus on the creation of AI systems possessing general intelligence at the human level and beyond.

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Table of contents (51 papers)

  1. Front Matter

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  2. Long Papers

    1. Self-Modification and Mortality in Artificial Agents

      • Laurent Orseau, Mark Ring
      Pages 1-10

    2. Delusion, Survival, and Intelligent Agents

      • Mark Ring, Laurent Orseau
      Pages 11-20

    3. Coherence Progress: A Measure of Interestingness Based on Fixed Compressors

      • Tom Schaul, Leo Pape, Tobias Glasmachers, Vincent Graziano, Jürgen Schmidhuber
      Pages 21-30

    4. Sequential Constant Size Compressors for Reinforcement Learning

      • Linus Gisslén, Matt Luciw, Vincent Graziano, Jürgen Schmidhuber
      Pages 31-40

    5. Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments

      • Yi Sun, Faustino Gomez, Jürgen Schmidhuber
      Pages 41-51

    6. Optimal Direct Policy Search

      • Tobias Glasmachers, Jürgen Schmidhuber
      Pages 52-61

    7. Nonlinear-Dynamical Attention Allocation via Information Geometry

      • Matthew Ikle, Ben Goertzel
      Pages 62-71

    8. An Information Theoretic Representation of Agent Dynamics as Set Intersections

      • Samuel Epstein, Margrit Betke
      Pages 72-81

    9. On More Realistic Environment Distributions for Defining, Evaluating and Developing Intelligence

      • José Hernández-Orallo, David L. Dowe, Sergio España-Cubillo, M. Victoria Hernández-Lloreda, Javier Insa-Cabrera
      Pages 82-91

    10. Structural Emergence in Partially Ordered Sets Is the Key to Intelligence

      • Sergio Pissanetzky
      Pages 92-101

    11. Integrating Perception and Cognition for AGI

      • Unmesh Kurup, Christian Lebiere, Anthony Stentz
      Pages 102-111

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

      • Derek D. Monner, James A. Reggia
      Pages 112-121

    13. Comparing Humans and AI Agents

      • Javier Insa-Cabrera, David L. Dowe, Sergio España-Cubillo, M. Victoria Hernández-Lloreda, José Hernández-Orallo
      Pages 122-132

    14. The LIDA Framework as a General Tool for AGI

      • Javier Snaider, Ryan McCall, Stan Franklin
      Pages 133-142

    15. From Memory to Problem Solving: Mechanism Reuse in a Graphical Cognitive Architecture

      • Paul S. Rosenbloom
      Pages 143-152

    16. Rational Universal Benevolence: Simpler, Safer, and Wiser Than “Friendly AI”

      • Mark Waser
      Pages 153-162

    17. The Collection of Physical Knowledge and Its Application in Intelligent Systems

      • Benjamin Johnston
      Pages 163-173

    18. Rationality and General Intelligence

      • Helmar Gust, Ulf Krumnack, Maricarmen Martínez, Ahmed Abdel-Fattah, Martin Schmidt, Kai-Uwe Kühnberger
      Pages 174-183

    19. Wagging the Dog: Human vs. Machine Inference of Causality in Visual Sequences

      • Florin Popescu
      Pages 184-193
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Other volumes

  1. Artificial General Intelligence

Editors and Affiliations

  • Istituto Dalle Molle di Studi sull’Intelligenza Artificiale (IDSIA), Lugano, Switzerland

    Jürgen Schmidhuber

  • Reykjavik University, CADIA, Reykjavik, Iceland

    Kristinn R. Thórisson

  • Google Research, CA, USA

    Moshe Looks

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