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  • © 2011

Artificial General Intelligence

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

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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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  • ISBN: 978-3-642-22887-2
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Table of contents (51 papers)

  1. Long Papers

    1. Learning Problem Solving Skills from Demonstration: An Architectural Approach

      • Haris Dindo, Antonio Chella, Giuseppe La Tona, Monica Vitali, Eric Nivel, Kristinn R. Thórisson
      Pages 194-203
    2. Compression and Intelligence: Social Environments and Communication

      • David L. Dowe, José Hernández-Orallo, Paramjit K. Das
      Pages 204-211
    3. Extending Cognitive Architectures with Semantic Resources

      • Alessandro Oltramari, Christian Lebiere
      Pages 222-231
    4. A Motivational System for Cognitive AI

      • Joscha Bach
      Pages 232-242
    5. On Fast Deep Nets for AGI Vision

      • Jurgen Schmidhuber, Dan Cireşan, Ueli Meier, Jonathan Masci, Alex Graves
      Pages 243-246
    6. Brain Anatomy and Artificial Intelligence

      • L. Andrew Coward
      Pages 255-268
  2. Short Papers

    1. Information, Utility and Bounded Rationality

      • Daniel Alexander Ortega, Pedro Alejandro Braun
      Pages 269-274
    2. A Family of Gödel Machine Implementations

      • Bas R. Steunebrink, Jürgen Schmidhuber
      Pages 275-280
    3. Reinforcement Learning and the Bayesian Control Rule

      • Pedro Alejandro Ortega, Daniel Alexander Braun, Simon Godsill
      Pages 281-285
    4. Societies of Intelligent Agents

      • Bill Hibbard
      Pages 286-290
    5. Towards a General Vision System Based on Symbol-Relation Grammars and Bayesian Networks

      • Elias Ruiz, Augusto Melendez, L. Enrique Sucar
      Pages 291-296
    6. Learning What to Value

      • Daniel Dewey
      Pages 309-314
    7. AGI Architecture Measures Human Parameters and Optimizes Human Performance

      • András Lőrincz, Dániel Takács
      Pages 321-326
    8. From Sensorimotor Graphs to Rules: An Agent Learns from a Stream of Experience

      • Marius Raab, Mark Wernsdorfer, Emanuel Kitzelmann, Ute Schmid
      Pages 333-339

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)