Author: Matthew M. Botvinick

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Preprints

The hippocampus as a predictive map

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The successor representation in human reinforcement learning

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Predictive representations can link model-based reinforcement learning to model-free mechanisms

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Value Representations in the Rodent Orbitofrontal Cortex Drive Learning, not Choice

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Complementary learning systems within the hippocampus: A neural network modeling approach to reconciling episodic memory with statistical learning

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Identifying Model-Based and Model-Free Patterns in Behavior on Multi-Step Tasks

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Dorsal anterior cingulate and ventromedial prefrontal cortex have inverse roles in both foraging and economic choice

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Dorsal hippocampus plays a causal role in model-based planning

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From predictive models to cognitive models: An analysis of rat behavior in the two-armed bandit task

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Dissociable neural mechanisms track evidence accumulation for selection of attention versus action

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Human dorsal anterior cingulate neurons signal conflict by amplifying task-relevant information

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