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Artificial General Intelligence

11th International Conference, AGI 2018, Prague, Czech Republic, August 22-25, 2018, Proceedings

  • Matthew Iklé
  • Arthur Franz
  • Rafal Rzepka
  • Ben Goertzel
Conference proceedings AGI 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10999)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 10999)

Table of contents

  1. Front Matter
    Pages I-XI
    PDF
  2. Hybrid Strategies Towards Safe “Self-Aware” Superintelligent Systems
    Nadisha-Marie Aliman, Leon Kester
    Pages 1-11
  3. Request Confirmation Networks in MicroPsi 2
    Joscha Bach, Katherine Gallagher
    Pages 12-20
  4. Task Analysis for Teaching Cumulative Learners
    Jordi E. Bieger, Kristinn R. Thórisson
    Pages 21-31
  5. Associative Memory: An Spiking Neural Network Robotic Implementation
    André Cyr, Frédéric Thériault, Matthew Ross, Sylvain Chartier
    Pages 32-41
  6. A Comprehensive Ethical Framework for AI Entities: Foundations
    Andrej Dameski
    Pages 42-51
  7. Partial Operator Induction with Beta Distributions
    Nil Geisweiller
    Pages 52-61
  8. Solving Tree Problems with Category Theory
    Rafik Hadfi
    Pages 62-76
  9. Goal-Directed Procedure Learning
    Patrick Hammer, Tony Lofthouse
    Pages 77-86
  10. Can Machines Design? An Artificial General Intelligence Approach
    Andreas M. Hein, Hélène Condat
    Pages 87-99
  11. Resource-Constrained Social Evidence Based Cognitive Model for Empathy-Driven Artificial Intelligence
    Anton Kolonin
    Pages 100-108
  12. Unsupervised Language Learning in OpenCog
    Alex Glushchenko, Andres Suarez, Anton Kolonin, Ben Goertzel, Claudia Castillo, Man Hin Leung et al.
    Pages 109-118
  13. Functionalist Emotion Model in NARS
    Xiang Li, Patrick Hammer, Pei Wang, Hongling Xie
    Pages 119-129
  14. Towards a Sociological Conception of Artificial Intelligence
    Jakub Mlynář, Hamed S. Alavi, Himanshu Verma, Lorenzo Cantoni
    Pages 130-139
  15. Efficient Concept Formation in Large State Spaces
    Fredrik Mäkeläinen, Hampus Torén, Claes Strannegård
    Pages 140-150
  16. DSO Cognitive Architecture: Implementation and Validation of the Global Workspace Enhancement
    Khin Hua Ng, Zhiyuan Du, Gee Wah Ng
    Pages 151-161
  17. The Foundations of Deep Learning with a Path Towards General Intelligence
    Eray Özkural
    Pages 162-173
  18. Zeta Distribution and Transfer Learning Problem
    Eray Özkural
    Pages 174-184
  19. Vision System for AGI: Problems and Directions
    Alexey Potapov, Sergey Rodionov, Maxim Peterson, Oleg Scherbakov, Innokentii Zhdanov, Nikolai Skorobogatko
    Pages 185-195
  20. Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures
    Alexey Potapov, Innokentii Zhdanov, Oleg Scherbakov, Nikolai Skorobogatko, Hugo Latapie, Enzo Fenoglio
    Pages 196-206
  21. The Temporal Singularity: Time-Accelerated Simulated Civilizations and Their Implications
    Giacomo Spigler
    Pages 207-216
  22. A Computational Theory for Life-Long Learning of Semantics
    Peter Sutor Jr., Douglas Summers-Stay, Yiannis Aloimonos
    Pages 217-226
  23. Cumulative Learning with Causal-Relational Models
    Kristinn R. Thórisson, Arthur Talbot
    Pages 227-237
  24. Transforming Kantian Aesthetic Principles into Qualitative Hermeneutics for Contemplative AGI Agents
    Jeremy O. Turner, Steve DiPaola
    Pages 238-247
  25. Towards General Evaluation of Intelligent Systems: Using Semantic Analysis to Improve Environments in the AIQ Test
    Ondřej Vadinský
    Pages 248-258
  26. Perception from an AGI Perspective
    Pei Wang, Patrick Hammer
    Pages 259-269
  27. A Phenomenologically Justifiable Simulation of Mental Modeling
    Mark Wernsdorfer
    Pages 270-280
  28. A Time-Critical Simulation of Language Comprehension
    Mark Wernsdorfer
    Pages 281-291
  29. How Failure Facilitates Success
    Mark Wernsdorfer
    Pages 292-302
  30. Adaptive Compressed Search
    Robert Wünsche
    Pages 303-310
  31. Back Matter
    Pages 311-311
    PDF

About these proceedings

Introduction

This book constitutes the proceedings of the 11th International Conference on Artificial General Intelligence, AGI 2018, held in Prague, Czech Republic, in August 2018.

The 19 regular papers and 10 poster papers presented in this book were carefully reviewed and selected from 52 submissions. The conference encourage interdisciplinary research based on different understandings of intelligence, and exploring different approaches. As the AI field becomes increasingly commercialized and well accepted, maintaining and emphasizing a coherent focus on the AGI goals at the heart of the field remains more critical than ever.

Keywords

artificial intelligence semantics learning algorithms software engineering agents human-computer interaction user interfaces robotics cognitive systems computer vision neural networks reinforcement learning cognitive architecture

Editors and affiliations

  • Matthew Iklé
    • 1
  • Arthur Franz
    • 2
  • Rafal Rzepka
    • 3
  • Ben Goertzel
    • 4
  1. 1.Adams State UniversityAlamosaUSA
  2. 2.Odessa Competence Center for Artificial Intelligence (OCCAM)OdessaUkraine
  3. 3.Hokkaido UniversitySapporoJapan
  4. 4.SingularityNET; OpenCog; Hanson RoboticsHong KongChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-97676-1
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-97675-4
  • Online ISBN 978-3-319-97676-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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