Principles of Noology Toward a Theory and Science of Intelligence /

• Main Author: Ho, Seng-Beng (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: Socio-Affective Computing, 3
• Subjects: Medicine.; Science.; Neurosciences.; Artificial intelligence.; Computational intelligence.; Biomedicine.; Artificial Intelligence (incl. Robotics).; Computational Intelligence.; Science, general.

The idea of this book is to establish a new scientific discipline, “noology,” under which a set of fundamental principles are proposed for the characterization of both naturally occurring and artificial intelligent systems. The methodology adopted in Principles of Noology for the characterization of...

Table of Contents:

• Preface
• Acknowledgement
• Introduction
• Rapid Unsupervised Effective Causal Learning
• A General Noological Framework
• Conceptual Grounding and Operational Representation
• Causal Rules, Problem Solving, and Operational Representation
• The Causal Role of Sensory Information
• Application to the StarCraft Game Environment
• A Grand Challenge for Noology and Computational Intelligence
• Affect Driven Noological Processes
• Summary and Beyond
• Appendix A: Causal vs Reinforcement Learning
• Appendix B: Rapid Effective Causal Learning Algorithm
• Index. .