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ZENODO
Other literature type . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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Identity-Conditioned Forgetting in Episodic Agent Memory

Authors: Singh, Shashank Shekhar;

Identity-Conditioned Forgetting in Episodic Agent Memory

Abstract

We introduce identity-conditioned forgetting, an episodic memory mechanism in which retention depends on alignment with a contrastive identity prior (self.facts) and outcome salience. Outcome-dependent retention protects corrective memories that identity-only decay would erase. Controlled experiments demonstrate selective retention and long-depth recall, while a negative external probe motivates a relevance-first architecture. Relevance determines eligibility, identity and outcome salience determine survival.

Keywords

Machine Learning, Episodic Memory, Artificial Intelligence, Agentic-AI, Agent Identity

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average