A self-organizing multi-memory system for autonomous agents

• Main Authors: WANG, Wenwen, SUBAGDJA, Budhitama, TAN, Ah-hwee, TAN, Yuan-Sin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2012
• Subjects: agent; ART; episodic memory; procedural memory; self-organizing; semantic memory; Unreal Tournament; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/6165; https://ink.library.smu.edu.sg/context/sis_research/article/7168/viewcontent/6887719.pdf
• Institution: Singapore Management 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...