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Published on: March 19, 2020
Reinforcement learning modulates the stability of cognitive control settings for object selection.
Anthony W Sali1, Brian A Anderson1, Steven Yantis1
1Department of Psychological and Brain Sciences, Johns Hopkins University Baltimore MD, USA.
Reward learning can persistently alter cognitive flexibility. Reinforcing strategy shifts during training increased participants
Area of Science:
- Cognitive psychology
- Neuroscience
- Behavioral economics
Background:
- Cognitive flexibility is a key cognitive trait and state.
- Individual differences in cognitive flexibility are well-established.
- The impact of reward learning on cognitive flexibility is not fully understood.
Purpose of the Study:
- To investigate if reinforcing strategy shifts influences cognitive flexibility.
- To determine if reward learning can induce persistent changes in cognitive flexibility.
- To examine the relationship between reward contingency learning and strategy switching.
Main Methods:
- Participants completed two choice tasks involving object selection for rewards.
- A training phase involved consistent or inconsistent reward contingencies based on color.
- A test phase used spatial location-based reward contingencies with constant probabilities.
Main Results:
- Participants trained with inconsistent contingencies showed more variable selections in the test phase.
- The training group with inconsistent contingencies exhibited a higher likelihood to switch strategies.
- Consistent training led to less switching after unrewarded trials and more repetition after rewards.
Conclusions:
- Reinforcement of priority shifting modulates cognitive control settings persistently.
- Individuals can become generally more or less prone to shifting priorities based on training.
- Reward learning plays a significant role in shaping long-term cognitive flexibility.
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