Artificial General Intelligence

1. Front Matter

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2. Raising AI: Tutoring Matters

   • Jordi Bieger, Kristinn R. Thórisson, Deon Garrett

   Pages 1-10

3. Autobiography Based Prediction in a Situated AGI Agent

   • Ladislau Bölöni

   Pages 11-20

4. Problems of Self-reference in Self-improving Space-Time Embedded Intelligence

   • Benja Fallenstein, Nate Soares

   Pages 21-32

5. A General Artificial Intelligence Approach for Skeptical Reasoning

   • Éric Grégoire, Jean-Marie Lagniez, Bertrand Mazure

   Pages 33-42

6. On Effective Causal Learning

   • Seng-Beng Ho

   Pages 43-52

7. Increasing Accuracy in a Bidirectional Associative Memory through Expended Databases

   • Melissa Johnson, Sylvain Chartier

   Pages 53-62

8. Fusion Adaptive Resonance Theory Networks Used as Episodic Memory for an Autonomous Robot

   • Francis Leconte, François Ferland, François Michaud

   Pages 63-72

9. Bracketing the Beetle: How Wittgenstein’s Understanding of Language Can Guide Our Practice in AGI and Cognitive Science

   • Simon D. Levy, Charles Lowney, William Meroney, Ross W. Gayler

   Pages 73-84

10. Bounded Seed-AGI

    • Eric Nivel, Kristinn R. Thórisson, Bas R. Steunebrink, Haris Dindo, Giovanni Pezzulo, Manuel Rodríguez et al.

    Pages 85-96

11. The Multi-slot Framework: A Formal Model for Multiple, Copiable AIs

    • Laurent Orseau

    Pages 97-108

12. Teleporting Universal Intelligent Agents

    • Laurent Orseau

    Pages 109-120

13. An Application of Stochastic Context Sensitive Grammar Induction to Transfer Learning

    • Eray Özkural

    Pages 121-132

14. Making Universal Induction Efficient by Specialization

    • Alexey Potapov, Sergey Rodionov

    Pages 133-142

15. Reinforcement Learning for Adaptive Theory of Mind in the Sigma Cognitive Architecture

    • David V. Pynadath, Paul S. Rosenbloom, Stacy C. Marsella

    Pages 143-154

16. ARS: An AGI Agent Architecture

    • Samer Schaat, Alexander Wendt, Matthias Jakubec, Friedrich Gelbard, Lukas Herret, Dietmar Dietrich

    Pages 155-164

17. Quantum Mechanical Foundations of Causal Entropic Forces

    • Swapnil Shah

    Pages 165-173

18. A General System for Learning and Reasoning in Symbolic Domains

    • Claes Strannegård, Abdul Rahim Nizamani, Ulf Persson

    Pages 174-185

19. Intelligence as Inference or Forcing Occam on the World

    • Peter Sunehag, Marcus Hutter

    Pages 186-195

20. Distributed Vector Representations of Words in the Sigma Cognitive Architecture

    • Volkan Ustun, Paul S. Rosenbloom, Kenji Sagae, Abram Demski

    Pages 196-207

This book constitutes the refereed proceedings of the 7th International Conference on Artificial General Intelligence, AGI 2014, held in Quebec City, QC, Canada, in August 2014. The 22 papers and 8 posters were carefully reviewed and selected from 65 submissions. Researchers have recognized the necessity of returning to the original goals of the field by treating intelligence as a whole. Increasingly, there is a call for a transition back to confronting the more difficult issues of "human-level intelligence" and more broadly artificial general intelligence. AGI research differs from the ordinary AI research by stressing on the versatility and wholeness of intelligence and by carrying out the engineering practice according to an outline of a system comparable to the human mind in a certain sense. The AGI conference series has played and continues to play, a significant role in this resurgence of research on artificial intelligence in the deeper, original sense of the term of "artificial intelligence". The conferences encourage interdisciplinary research based on different understandings of intelligence and exploring different approaches.

• classification
• cognitive robotics
• heuristic search
• knowledge representation
• multi-agent systems
• neural networks
• reasoning
• transfer learning
• unsupervised learning
• algorithm analysis and problem complexity

• OpenCog Foundation, Tai Po, Hong Kong

  Ben Goertzel

• AgroParisTech, Paris, France

  Laurent Orseau

• Google Inc., Mountain View, USA

  Javier Snaider

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