公开(公告)号：US20230041614A1

公开(公告)日：2023-02-09

申请号：US17533679

申请日：2021-11-23

Applicant: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

Inventor： Ye Bin MOON ,  Tae Hyun OH ,  Yong Jin KWON

IPC: G06N3/08 ,  G06K9/62

Abstract: The present disclosure relates to a method and apparatus for training artificial intelligence based on an episodic memory. According to an embodiment of the present disclosure, a method for training artificial intelligence based on an episodic memory may include: constructing an episodic memory by using a feature vector of a training dataset stored in a full memory; obtaining output data by inputting query data into an artificial intelligence model; deriving a similarity between the output data and a feature vector in the constructed episodic memory; and deriving an episode loss function based on the similarity.