Striatal circuits for reward learning and decision-making

J Cox, IB Witten - Nature Reviews Neuroscience, 2019 - nature.com
The striatum is essential for learning which actions lead to reward and for implementing
those actions. Decades of experimental and theoretical work have led to several influential …

Beyond dichotomies in reinforcement learning

AGE Collins, J Cockburn - Nature Reviews Neuroscience, 2020 - nature.com
Reinforcement learning (RL) is a framework of particular importance to psychology,
neuroscience and machine learning. Interactions between these fields, as promoted through …

VTA dopamine neuron activity encodes social interaction and promotes reinforcement learning through social prediction error

C Solié, B Girard, B Righetti, M Tapparel… - Nature …, 2022 - nature.com
Social interactions are motivated behaviors that, in many species, facilitate learning.
However, how the brain encodes the reinforcing properties of social interactions remains …

Specialized coding of sensory, motor and cognitive variables in VTA dopamine neurons

B Engelhard, J Finkelstein, J Cox, W Fleming, HJ Jang… - Nature, 2019 - nature.com
There is increased appreciation that dopamine neurons in the midbrain respond not only to
reward and reward-predicting cues,, but also to other variables such as the distance to …

Dopamine transients follow a striatal gradient of reward time horizons

A Mohebi, W Wei, L Pelattini, K Kim, JD Berke - Nature Neuroscience, 2024 - nature.com
Animals make predictions to guide their behavior and update those predictions through
experience. Transient increases in dopamine (DA) are thought to be critical signals for …

A gradual temporal shift of dopamine responses mirrors the progression of temporal difference error in machine learning

R Amo, S Matias, A Yamanaka, KF Tanaka… - Nature …, 2022 - nature.com
A large body of evidence has indicated that the phasic responses of midbrain dopamine
neurons show a remarkable similarity to a type of teaching signal (temporal difference (TD) …

Rapid signalling in distinct dopaminergic axons during locomotion and reward

MW Howe, DA Dombeck - Nature, 2016 - nature.com
Dopaminergic projection axons from the midbrain to the striatum are crucial for motor
control, as their degeneration in Parkinson disease results in profound movement deficits …

What the orbitofrontal cortex does not do

TA Stalnaker, NK Cooch, G Schoenbaum - Nature neuroscience, 2015 - nature.com
The number of papers about the orbitofrontal cortex (OFC) has grown from 1 per month in
1987 to a current rate of over 50 per month. This publication stream has implicated the OFC …

Striatal dopamine signals reflect perceived cue–action–outcome associations in mice

TW Bernklau, B Righetti, LS Mehrke, SN Jacob - Nature Neuroscience, 2024 - nature.com
Striatal dopamine drives associative learning by acting as a teaching signal. Much work has
focused on simple learning paradigms, including Pavlovian and instrumental learning …

Neural circuitry of reward prediction error

M Watabe-Uchida, N Eshel… - Annual review of …, 2017 - annualreviews.org
Dopamine neurons facilitate learning by calculating reward prediction error, or the difference
between expected and actual reward. Despite two decades of research, it remains unclear …