Forgetting through generalisation: a companion with selective memory

Mei Yii Lim,Ruth Aylett,Patricia A. Vargas,Sibylle Enz,Wan Ching Ho

AAMAS（2011）

引用 5|浏览31

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摘要

This research investigates event generalisation in computational episodic memory for artificial companions. Two studies indicated a preference of a biologically-inspired selective memory over an absolute memory companion. Consequently, we present a preliminary implementation of a forgetting mechanism that enables the companion to create "generalised event representations" from its experiences allowing the companion to learn from past encounters.

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关键词

preliminary implementation,computational episodic memory,absolute memory companion,past encounter,artificial companion,biologically-inspired selective memory,generalised event representation,event generalisation,forgetting,generalisation,episodic memory

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