Skip to main content
  • Conference proceedings
  • © 2011

Artificial General Intelligence

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

  • State-of-the-art research

  • Fast-track conference proceedings

  • Unique visibility

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.

Buying options

eBook USD 64.99
Price excludes VAT (USA)
  • ISBN: 978-3-642-22887-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 84.99
Price excludes VAT (USA)

This is a preview of subscription content, access via your institution.

Table of contents (51 papers)

  1. Front Matter

  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. 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
    8. Integrating Perception and Cognition for AGI

      • Unmesh Kurup, Christian Lebiere, Anthony Stentz
      Pages 102-111
    9. Comparing Humans and AI Agents

      • Javier Insa-Cabrera, David L. Dowe, Sergio España-Cubillo, M. Victoria Hernández-Lloreda, José Hernández-Orallo
      Pages 122-132
    10. The LIDA Framework as a General Tool for AGI

      • Javier Snaider, Ryan McCall, Stan Franklin
      Pages 133-142
    11. Rationality and General Intelligence

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

Other Volumes

  1. Artificial General Intelligence

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

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.

Keywords

  • computer vision
  • computer-human interface
  • mathematical logic
  • neural networks
  • universal artificial intelligence
  • algorithm analysis and problem complexity

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

Bibliographic Information

Buying options

eBook USD 64.99
Price excludes VAT (USA)
  • ISBN: 978-3-642-22887-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 84.99
Price excludes VAT (USA)