Behavioural and Cognitive Neuroscience (Beacon) Seminar: Dopaminergic and prefrontal basis of learning from sensory confidence and reward value
Armin Lak (DPAG, University of Oxford)
Cognitive & Behavioural Neuroscience Seminar Series
Tuesday, 03 December 2019, 1pm to 2pm
Schlich Lecture Theatre Plant Sciences South Parks Road OX1 3RB
Hosted by Nick Myers
Deciding between stimuli requires combining their learned value with one’s sensory confidence. We trained mice in a visual task that probes this combination. Mouse choices reflected not only present confidence and past rewards but also past confidence. Their behaviour conformed to a model that combines signal detection with reinforcement learning. In the model, the predicted value of the chosen option is the product of sensory confidence and learned value. We found precise correlates of this variable in the pre-outcome activity of midbrain dopamine neurons and of medial prefrontal cortical neurons. However, only the latter played a causal role: inactivating medial prefrontal cortex before outcome strengthened learning from the outcome. Dopamine neurons played a causal role only after outcome, when they encoded reward prediction errors graded by confidence, influencing subsequent choices. These results reveal neural signals that combine learned value with sensory confidence before choice outcome and guide subsequent learning.