4.3 Article

Probabilistic value learning in medial temporal lobe amnesia

Journal

HIPPOCAMPUS
Volume 31, Issue 5, Pages 461-468

Publisher

WILEY
DOI: 10.1002/hipo.23317

Keywords

amnesia; hippocampus; medial temporal lobes; reinforcement learning; reward learning

Categories

Funding

  1. Canadian Foundation for Innovation
  2. Natural Sciences and Engineering Research Council of Canada
  3. Social Sciences and Humanities Research Council of Canada
  4. US Department of Veterans Affairs

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A prevailing view in cognitive neuroscience suggests that different forms of learning are mediated by dissociable memory systems; however, growing evidence suggests that the hippocampus may also be important for trial-and-error learning, particularly value or reward-based learning. The study found that patients with hippocampal damage were significantly impaired in a learning task, indicating a role of the hippocampus beyond episodic memory tasks.
A prevailing view in cognitive neuroscience suggests that different forms of learning are mediated by dissociable memory systems, with a mesolimbic (i.e., midbrain and basal ganglia) system supporting incremental trial-and-error reinforcement learning and a hippocampal-based system supporting episodic memory. Yet, growing evidence suggests that the hippocampus may also be important for trial-and-error learning, particularly value or reward-based learning. In the present report, we use a lesionbased neuropsychological approach to clarify hippocampal contributions to such learning. Six amnesic patients with medial temporal lobe damage and a group of healthy controls were administered a simple value-based learning task involving probabilistic trial-and-error acquisition of stimulus-response-outcome (reward or none) contingencies modeled after Li et al. (Proceedings of the National Academy of Sciences, 2011, 108(1), 55-60). As predicted, patients were significantly impaired on the task, demonstrating reduced learning of the contingencies. Our results provide further supportive evidence that the hippocampus' role in cognition extends beyond episodic memory tasks and call for further refinement of theoretical models of hippocampal functioning.

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