[2L2-OS-6a] [Organized Session] OS-6

[2L2-OS-6a-04] Analysis of Action Decision Algorithm Using Episodic Memory and Value Association

〇Shintaro Kayanuma¹, Sana Kawazoe¹, Yuna Tsutsumi¹, Masahiro Miyata², Takashi Omori¹ (1. College of Engineering, Tamagawa University, 2. Graduate School of Engineering, Tamagawa University)

Keywords:Episodic memory, Value, Action Decision, Computational Model

Episodic memory is the important function of hippocampus, and we can’t lack it for our wholesome life. But its theory and role in decision making is not clear yet. In this study, we analyze and discuss on its model that we proposed at the WBAI hackathon. As the result, an association of the episodes and the value enabled rapid action learning with small number of experiences, and takes complementary role with the strong but slow feature of Deep Learning.