Memory formation, consolidation, and forgetting in learning agents

• Main Authors: SUBAGDJA, Budhitama, WANG, Wenwen, TAN, Ah-hwee, TAN, Yuan-Sin, TEOW, Loo-Nin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2012
• Subjects: Adaptive Resonance Theory; Forgetting; Memory; Artificial Intelligence and Robotics; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/6172; https://ink.library.smu.edu.sg/context/sis_research/article/7175/viewcontent/2F_1.pdf
• Institution: Singapore Management University

Memory enables past experiences to be remembered and acquired as useful knowledge to support decision making, especially when perception and computational resources are limited. This paper presents a neuropsychological-inspired dual memory model for agents, consisting of an episodic memory that reco...