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Artificial General Intelligence

8th International Conference, AGI 2015, AGI 2015, Berlin, Germany, July 22-25, 2015, Proceedings

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Jordi Bieger

    1. Reykjavik University, Reykjavik, Iceland

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  2. Ben Goertzel

    1. Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR

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  3. Alexey Potapov

    1. Mechanics and Optics, Saint Petersburg State University of Information Technologies, St. Petersburg, Russia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9205)

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

Included in the following conference series:

Conference proceedings info: AGI 2015.

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Table of contents (41 papers)

  1. Front Matter

    Pages I-XII
    Download chapter PDF

  2. Papers Presented Orally

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Modeling Motivation in MicroPsi 2

      • Joscha Bach
      Pages 3-13

    3. Genetic Programming on Program Traces as an Inference Engine for Probabilistic Languages

      • Vita Batishcheva, Alexey Potapov
      Pages 14-24

    4. Scene Based Reasoning

      • Frank Bergmann, Brian Fenton
      Pages 25-34

    5. Anchoring Knowledge in Interaction: Towards a Harmonic Subsymbolic/Symbolic Framework and Architecture of Computational Cognition

      • Tarek R. Besold, Kai-Uwe Kühnberger, Artur d’Avila Garcez, Alessandro Saffiotti, Martin H. Fischer, Alan Bundy
      Pages 35-45

    6. Safe Baby AGI

      • Jordi Bieger, Kristinn R. Thórisson, Pei Wang
      Pages 46-49

    7. Observation, Communication and Intelligence in Agent-Based Systems

      • Nader Chmait, David L. Dowe, David G. Green, Yuan-Fang Li
      Pages 50-59

    8. Reflective Variants of Solomonoff Induction and AIXI

      • Benja Fallenstein, Nate Soares, Jessica Taylor
      Pages 60-69

    9. Are There Deep Reasons Underlying the Pathologies of Today’s Deep Learning Algorithms?

      • Ben Goertzel
      Pages 70-79

    10. Speculative Scientific Inference via Synergetic Combination of Probabilistic Logic and Evolutionary Pattern Recognition

      • Ben Goertzel, Nil Geisweiller, Eddie Monroe, Mike Duncan, Selamawit Yilma, Meseret Dastaw et al.
      Pages 80-89

    11. Stochastic Tasks: Difficulty and Levin Search

      • José Hernández-Orallo
      Pages 90-100

    12. Instrumental Properties of Social Testbeds

      • Javier Insa-Cabrera, José Hernández-Orallo
      Pages 101-110

    13. Towards Human-Level Inductive Functional Programming

      • Susumu Katayama
      Pages 111-120

    14. Anytime Bounded Rationality

      • Eric Nivel, Kristinn R. Thórisson, Bas Steunebrink, Jürgen Schmidhuber
      Pages 121-130

    15. Ultimate Intelligence Part I: Physical Completeness and Objectivity of Induction

      • Eray Özkural
      Pages 131-141

    16. Towards Emotion in Sigma: From Appraisal to Attention

      • Paul S. Rosenbloom, Jonathan Gratch, Volkan Ustun
      Pages 142-151

    17. Inferring Human Values for Safe AGI Design

      • Can Eren Sezener
      Pages 152-155

    18. Two Attempts to Formalize Counterpossible Reasoning in Deterministic Settings

      • Nate Soares, Benja Fallenstein
      Pages 156-165

    19. Bounded Cognitive Resources and Arbitrary Domains

      • Abdul Rahim Nizamani, Jonas Juel, Ulf Persson, Claes Strannegård
      Pages 166-176
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Keywords

About this book

This book constitutes the refereed proceedings of the 8th International Conference on Artificial General Intelligence, AGI 2015, held in Berlin, Germany in July 2015. The 41 papers were carefully reviewed and selected from 72 submissions. 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. 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.

Editors and Affiliations

  • Reykjavik University, Reykjavik, Iceland

    Jordi Bieger

  • Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR

    Ben Goertzel

  • Mechanics and Optics, Saint Petersburg State University of Information Technologies, St. Petersburg, Russia

    Alexey Potapov

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