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I presented the paper “Comparing forgetting algorithms for artificial episodic memory systems” (citation below) during my seminar on intelligent systems.
In the paper, the authors describe a simulation where an agent must remember transaction histories in order to perform well, and such memory space is limited. They then compare a number of processes for forgetting (deleting) previous transactions in order to maximize the agent’s performance.
Nuxoll, Andrew, Dan Tecuci, Wan Ching Ho, and Ningxuan Wang. “Comparing forgetting algorithms for artificial episodic memory systems.” In Proc. of the Symposium on Human Memory for Artificial Agents. AISB, pp. 14-20. 2010.
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