2021
DOI: 10.1609/aaai.v26i1.8158
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Social Cognition: Memory Decay and Adaptive Information Filtering for Robust Information Maintenance

Abstract: Two information decay methods are examined that help multi-agent systems cope with dynamic environments. The agents in this simulation have human-like memory and a mechanism to moderate their communications: they forget internally stored information via temporal decay, and they forget distributed information by filtering it as it passes through a communication network. The agents play a foraging game, in which performance depends on communicating facts and requests and on storing facts in internal memory. P… Show more

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Cited by 9 publications
(1 citation statement)
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“…Another possibility is that the brain rewards retrieval proportional to the confidence in the retrieved memory. Recent events are presumably more relevant to the organism [20,21]. Retrieving recent memories involve more detail [22] and those memories are typically retrieved with higher confidence, as decay or forgetting has not yet diminished its content or access.…”
Section: Introductionmentioning
confidence: 99%
“…Another possibility is that the brain rewards retrieval proportional to the confidence in the retrieved memory. Recent events are presumably more relevant to the organism [20,21]. Retrieving recent memories involve more detail [22] and those memories are typically retrieved with higher confidence, as decay or forgetting has not yet diminished its content or access.…”
Section: Introductionmentioning
confidence: 99%