A self-organizing multi-memory system for autonomous agents

• Main Authors: Wang, Wenwen, Subagdja, Budhitama, Tan, Ah-Hwee, Tan, Yuan-Sin
• Other Authors: School of Computer Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/97847; http://hdl.handle.net/10220/12402
• Institution: Nanyang Technological University

This paper presents a self-organizing approach to the learning of procedural and declarative knowledge in parallel using independent but interconnected memory models. The proposed system, employing fusion Adaptive Resonance Theory (fusion ART) network as a building block, consists of a declarative m...