Artificial General Intelligence

✍ Scribed by Matthew Iklé, Arthur Franz, Rafal Rzepka, Ben Goertzel

• Publisher: Springer International Publishing
• Year: 2018
• Tongue: English
• Leaves: 323
• Series: Lecture Notes in Computer Science 10999
• Edition: 1st ed.
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

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

✦ Subjects

Computer Science; Artificial Intelligence (incl. Robotics); User Interfaces and Human Computer Interaction; Software Engineering; Image Processing and Computer Vision; Computer Systems Organization and Communication Networks