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Expected Value of Reward Predicts Episodic Memory for Incidentally Learnt Reward-Item Associations

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TLDR
The findings suggest that reward uncertainty does not enhance memory for individual items, and supports emerging evidence that an effect of uncertainty on memory is only observed in high compared to low risk environments.
Abstract
In this paper, we draw connections between reward processing and cognition by behaviourally testing the implications of neurobiological theories of reward processing on memory. Single-cell neurophysiology in non-human primates and imaging work in humans suggests that the dopaminergic reward system responds to different components of reward: expected value; outcome or prediction error; and uncertainty of reward (Schultz et al., 2008). The literature on both incidental and motivated learning has focused on understanding how expected value and outcome—linked to increased activity in the reward system—lead to consolidation-related memory enhancements. In the current study, we additionally investigate the impact of reward uncertainty on human memory. The contribution of reward uncertainty—the spread of the reward probability distribution irrespective of the magnitude—has not been previously examined. To examine the effects of uncertainty on memory, a word-learning task was introduced, along with a surprise delayed recognition memory test. Using Bayesian model selection, we found evidence only for expected value as a predictor of memory performance. Our findings suggest that reward uncertainty does not enhance memory for individual items. This supports emerging evidence that an effect of uncertainty on memory is only observed in high compared to low risk environments.

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The distinct effects of reward prediction error on item and associative memory: The influence of metamemory

TL;DR: Zhang et al. as discussed by the authors examined the impact of reward prediction error valence and salience on item and associative memory, and how reward prediction errors influenced memory based on metamemory.
References
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Journal ArticleDOI

Reinstated episodic context guides sampling-based decisions for reward

TL;DR: It is shown that context retrieved during episodic sampling can cause choice behavior to deviate sharply from the predictions of reinforcement learning, establishing a new avenue by which experience can guide choice and, as such, has broad implications for the study of decisions.
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Consolidation power of extrinsic rewards: reward cues enhance long-term memory for irrelevant past events.

TL;DR: Behavioral evidence is provided that extrinsic rewards (i.e., monetary incentives) enhance human memory consolidation independently of attention and motivation and that emotional arousal or unconscious resource mobilization cannot explain the retrograde enhancement effect.
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Episodic Memory Encoding Interferes with Reward Learning and Decreases Striatal Prediction Errors

TL;DR: It is found that better episodic memory was related to a decreased influence of recent reward experience on choice, both within and across participants, and fMRI analyses revealed that during learning the canonical striatal reward prediction error signal was significantly weaker when episodi memory was stronger.
Journal ArticleDOI

Reward retroactively enhances memory consolidation for related items

TL;DR: Investigation of the influence of reward motivation on retroactive memory enhancement selectively for conceptually related information found behavioral evidence that reward retroactively enhances memory at a 24-h memory test, but not at an immediate memorytest, suggesting a role for post-encoding mechanisms of consolidation.
Journal ArticleDOI

Metacognition and learning about primacy and recency effects in free recall: the utilization of intrinsic and extrinsic cues when making judgments of learning.

TL;DR: Examination of how participants use serial position information (extrinsic cues) when making JOLs after studying each item showed that participants rely on the intrinsic qualities of the items and underestimate primacy and recency effects.
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