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Artificial General Intelligence

6th International Conference, AGI 2013, Beijing, China, July 31 -- August 3, 2013, Proceedings

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Kai-Uwe Kühnberger

    1. University of Osnabrück, Germany

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  2. Sebastian Rudolph

    1. Technische Universität Dresden, Dresden, Germany

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  3. Pei Wang

    1. Department of Computer and Information Sciences, Temple University, Philadelphia, USA

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  • Conference on Artificial General Intelligence

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7999)

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

Included in the following conference series:

Conference proceedings info: AGI 2013.

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Table of contents (23 papers)

  1. Front Matter

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  2. Full Papers

    1. Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems

      • Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Kai-Uwe Kühnberger
      Pages 1-10

    2. When Almost Is Not Even Close: Remarks on the Approximability of HDTP

      • Tarek Richard Besold, Robert Robere
      Pages 11-20

    3. Lojban++: An Interlingua for Communication between Humans and AGIs

      • Ben Goertzel
      Pages 21-30

    4. Integrating Feature Selection into Program Learning

      • Ben Goertzel, Nil Geisweiller, Cassio Pennachin, Kaoru Ng
      Pages 31-39

    5. Integrating Deep Learning Based Perception with Probabilistic Logic via Frequent Pattern Mining

      • Ben Goertzel, Ted Sanders, Jade O’Neill
      Pages 40-49

    6. Predictive Heuristics for Decision-Making in Real-World Environments

      • Helgi Páll Helgason, Kristinn R. Thórisson, Eric Nivel, Pei Wang
      Pages 50-59

    7. Knowledge Representation, Learning, and Problem Solving for General Intelligence

      • Seng-Beng Ho, Fiona Liausvia
      Pages 60-69

    8. Metacomputations and Program-Based Knowledge Representation

      • Vitaly Khudobakhshov
      Pages 70-77

    9. Towards a Programming Paradigm for Control Systems with High Levels of Existential Autonomy

      • Eric Nivel, Kristinn R. Thórisson
      Pages 78-87

    10. Universal Induction with Varying Sets of Combinators

      • Alexey Potapov, Sergey Rodionov
      Pages 88-97

    11. Modeling Two-Player Games in the Sigma Graphical Cognitive Architecture

      • David V. Pynadath, Paul S. Rosenbloom, Stacy C. Marsella, Lingshan Li
      Pages 98-108

    12. Model Construction in General Intelligence

      • Stefan Schneider, Ahmed M. H. Abdel-Fattah, Benjamin Angerer, Felix Weber
      Pages 109-118

    13. Resource-Bounded Machines are Motivated to be Effective, Efficient, and Curious

      • Bas R. Steunebrink, Jan Koutník, Kristinn R. Thórisson, Eric Nivel, Jürgen Schmidhuber
      Pages 119-129

    14. Bounded Kolmogorov Complexity Based on Cognitive Models

      • Claes Strannegård, Abdul Rahim Nizamani, Anders Sjöberg, Fredrik Engström
      Pages 130-139

    15. A Cognitive Architecture Based on Dual Process Theory

      • Claes Strannegård, Rickard von Haugwitz, Johan Wessberg, Christian Balkenius
      Pages 140-149

    16. Learning Agents with Evolving Hypothesis Classes

      • Peter Sunehag, Marcus Hutter
      Pages 150-159

    17. Natural Language Processing by Reasoning and Learning

      • Pei Wang
      Pages 160-169

  3. Technical Communications

    1. A Note on Tractability and Artificial Intelligence

      • Tarek Richard Besold, Robert Robere
      Pages 170-173

    2. Human-Level Artificial Intelligence Must Be a Science

      • Tarek Richard Besold
      Pages 174-177
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About this book

This book constitutes the refereed proceedings of the 6th International Conference on Artificial General Intelligence, AGI 2013, held in Beijing, China, in July/August 2013. The 23 papers (17 full papers, 3 technical communications, and 3 special session papers) were carefully reviewed and selected from various submissions. The volume collects the current research endeavors devoted to develop formalisms, algorithms, and models, as well as systems that are targeted at general intelligence. Similar to the predecessor AGI conferences, researchers proposed different methodologies and techniques in order to bridge the gap between forms of specialized intelligence and general intelligence.

Editors and Affiliations

  • University of Osnabrück, Germany

    Kai-Uwe Kühnberger

  • Technische Universität Dresden, Dresden, Germany

    Sebastian Rudolph

  • Department of Computer and Information Sciences, Temple University, Philadelphia, USA

    Pei Wang

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