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  • Conference proceedings
  • © 2011

Artificial General Intelligence

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

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)

Conference series link(s): AGI: International Conference on Artificial General Intelligence

Conference proceedings info: AGI 2011.

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Table of contents (51 papers)

  1. Front Matter

    PDF

  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

    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

    11. Integrating Perception and Cognition for AGI

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

    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

    18. Rationality and General Intelligence

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

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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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Bibliographic Information

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Access via your institution

Buy it now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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