An episode encoding mechanism for cognitive architectures

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Eduardo Yuji Sakabe, Eduardo Camargo, Alexandre da Silva Simões, Esther Colombini, Paula D. P. Costa, Ricardo R. Gudwin

Published: 2025, Last Modified: 07 Nov 2025Cogn. Syst. Res. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Defines knowledge representation requirements for episodic encoding.•Reviews models of episodic memory and their representational limitations.•Proposes a scene-based architecture for structured episode encoding.•Implements the Episode Tracker in Atari River Raid using CST.•Evaluates object and event tracking, perceptual causality, and integration with high-level cognitive mechanisms.