Literature DB >> 26999046

Episodic memories predict adaptive value-based decision-making.

Vishnu P Murty1, Oriel FeldmanHall1, Lindsay E Hunter1, Elizabeth A Phelps1, Lila Davachi1.   

Abstract

Prior research illustrates that memory can guide value-based decision-making. For example, previous work has implicated both working memory and procedural memory (i.e., reinforcement learning) in guiding choice. However, other types of memories, such as episodic memory, may also influence decision-making. Here we test the role for episodic memory-specifically item versus associative memory-in supporting value-based choice. Participants completed a task where they first learned the value associated with trial unique lotteries. After a short delay, they completed a decision-making task where they could choose to reengage with previously encountered lotteries, or new never before seen lotteries. Finally, participants completed a surprise memory test for the lotteries and their associated values. Results indicate that participants chose to reengage more often with lotteries that resulted in high versus low rewards. Critically, participants not only formed detailed, associative memories for the reward values coupled with individual lotteries, but also exhibited adaptive decision-making only when they had intact associative memory. We further found that the relationship between adaptive choice and associative memory generalized to more complex, ecologically valid choice behavior, such as social decision-making. However, individuals more strongly encode experiences of social violations-such as being treated unfairly, suggesting a bias for how individuals form associative memories within social contexts. Together, these findings provide an important integration of episodic memory and decision-making literatures to better understand key mechanisms supporting adaptive behavior. (c) 2016 APA, all rights reserved).

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Mesh:

Year:  2016        PMID: 26999046      PMCID: PMC4833575          DOI: 10.1037/xge0000158

Source DB:  PubMed          Journal:  J Exp Psychol Gen        ISSN: 0022-1015


  34 in total

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  32 in total

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8.  Memory biases in alcohol use disorder: enhanced memory for contexts associated with alcohol prospectively predicts alcohol use outcomes.

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9.  Abstract Representation of Prospective Reward in the Hippocampus.

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Review 10.  Reinforcement Learning and Episodic Memory in Humans and Animals: An Integrative Framework.

Authors:  Samuel J Gershman; Nathaniel D Daw
Journal:  Annu Rev Psychol       Date:  2016-09-02       Impact factor: 24.137

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