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Topic: TDRL

ePoster
1 ePoster

In Neuroscience

Mesolimbic dopamine release conveys causal associations

Huijeong Jeong, Annie Taylor, Joseph Floeder, Martin Lohmann, Stefan Mihalas, Brenda Wu, Mingkang Zhou, Dennis Burke, Vijay Mohan K Namboodiri · COSYNE 2023

Learning to predict rewards based on environmental cues is essential for survival. It is widely believed that animals learn to predict rewards by updating predictions whenever the outcome deviates from expectations. Such violations of predictions are called reward prediction errors (RPEs). RPEs are the critical teaching signal in the most widely accepted model for associative learning—temporal difference reinforcement learning (TDRL). As TDRL RPE has been successful at explaining the activity dynamics of dopamine, it has become the dominant theory of dopamine’s role as the critical regulator o

Fri, Mar 10, 2023

ePoster · Neuroscience