TAG: Francis Li
F. Li, An Episodic Memory Retrieval Algorithm for the Soar Cognitive Architecture, 19th November 2015.
Abstract: Episodic memory in cognitive architectures allows intelligent agents to query their past experiences to influence decision making. Episodic memory in the Soar cognitive architecture must efficiently encode, store, search and reconstruct episodes as snapshots of short term working memory. The performance of the current search algorithm can be improved by doing a structural […]
Abstract: Episodic memory has been shown to improve the range of demonstrable cognitive capabilities in intelligent agents. However, current implementations result in an inability to maintain real time performance for agents existing for long time scales. The Soar cognitive architecture automatically encodes agent state at each decision cycle and installs this state in the […]