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Artificial General Intelligence

5th International Conference, AGI 2012, Oxford, UK, December 8-11, 2012. Proceedings

  • Conference proceedings
  • © 2012

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Editors:
  1. Joscha Bach

    1. Humboldt Universität Berlin, Berlin, Germany

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  2. Ben Goertzel

    1. Aidyia Ltd., Kwun Tong, Hong Kong

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  3. Matthew Iklé

    1. Adams State University, Alamosa, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7716)

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

Included in the following conference series:

Conference proceedings info: AGI 2012.

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Table of contents (38 papers)

  1. Front Matter

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  2. Creativity, Cognitive Mechanisms, and Logic

    • Ahmed M. H. Abdel-Fattah, Tarek Besold, Kai-Uwe Kühnberger
    Pages 1-10

  3. MicroPsi 2: The Next Generation of the MicroPsi Framework

    • Joscha Bach
    Pages 11-20

  4. An Extensible Language Interfacefor Robot Manipulation

    • Jonathan Connell, Etienne Marcheret, Sharath Pankanti, Michiharu Kudoh, Risa Nishiyama
    Pages 21-30

  5. Noisy Reasoners: Errors of Judgement in Humans and AIs

    • Fintan Costello
    Pages 31-40

  6. 2012: The Connectome, WBE and AGI

    • Diana Deca
    Pages 41-49

  7. Logical Prior Probability

    • Abram Demski
    Pages 50-59

  8. A Representation Theorem for Decisions about Causal Models

    • Daniel Dewey
    Pages 60-68

  9. Modular Value Iteration through Regional Decomposition

    • Linus Gisslen, Mark Ring, Matthew Luciw, Jürgen Schmidhuber
    Pages 69-78

  10. Perception Processing for General Intelligence: Bridging the Symbolic/Subsymbolic Gap

    • Ben Goertzel
    Pages 79-88

  11. On Attention Mechanisms for AGI Architectures:A Design Proposal

    • Helgi Páll Helgason, Eric Nivel, Kristinn R. Thórisson
    Pages 89-98

  12. A Framework for Representing Action Meaning in Artificial Systems via Force Dimensions

    • Paul Hemeren, Peter Gärdenfors
    Pages 99-106

  13. Avoiding Unintended AI Behaviors

    • Bill Hibbard
    Pages 107-116

  14. Decision Support for Safe AI Design

    • Bill Hibbard
    Pages 117-125

  15. On Measuring Social Intelligence: Experiments on Competition and Cooperation

    • Javier Insa-Cabrera, José-Luis Benacloch-Ayuso, José Hernández-Orallo
    Pages 126-135

  16. Toward Tractable AGI: Challenges for System Identification in Neural Circuitry

    • Randal A. Koene
    Pages 136-147

  17. CHREST Models of Implicit Learning and Board Game Interpretation

    • Peter Lane, Fernand Gobet
    Pages 148-157

  18. Syntax-Semantic Mapping for General Intelligence: Language Comprehension as Hypergraph Homomorphism, Language Generation as Constraint Satisfaction

    • Ruiting Lian, Ben Goertzel, Shujing Ke, Jade O’Neill, Keyvan Sadeghi, Simon Shiu et al.
    Pages 158-167

  19. An Intelligent Theory of Cost for Partial Metric Spaces

    • Steve Matthews, Michael Bukatin
    Pages 168-176

  20. Fractal Analogies for General Intelligence

    • Keith McGreggor, Ashok Goel
    Pages 177-188
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About this book

This book constitutes the refereed proceedings of the 5th International Conference on Artificial General Intelligence, AGI 2012, held in Oxford, UK, in December 2012. The 34 revised full papers presented together with 4 invited keynote lectures were carefully reviewed and selected from 80 submissions. The papers are written by leading scientists involved in research and development of AI systems possessing general intelligence at the human level and beyond; with a special focus on humanoid robotics and AGI, cognitive robotics, creativity and AGI, the future evolution of advanced AGIs, and the dynamics of AGI goal systems.

Editors and Affiliations

  • Humboldt Universität Berlin, Berlin, Germany

    Joscha Bach

  • Aidyia Ltd., Kwun Tong, Hong Kong

    Ben Goertzel

  • Adams State University, Alamosa, USA

    Matthew Iklé

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