Dopamine reward prediction-error signalling: a two-component response

W Schultz - Nature reviews neuroscience, 2016 - nature.com
Environmental stimuli and objects, including rewards, are often processed sequentially in
the brain. Recent work suggests that the phasic dopamine reward prediction-error response …

Neuronal reward and decision signals: from theories to data

W Schultz - Physiological reviews, 2015 - journals.physiology.org
Rewards are crucial objects that induce learning, approach behavior, choices, and
emotions. Whereas emotions are difficult to investigate in animals, the learning function is …

Prefrontal cortex as a meta-reinforcement learning system

JX Wang, Z Kurth-Nelson, D Kumaran, D Tirumala… - Nature …, 2018 - nature.com
Over the past 20 years, neuroscience research on reward-based learning has converged on
a canonical model, under which the neurotransmitter dopamine 'stamps in'associations …

[HTML][HTML] Eligibility traces and plasticity on behavioral time scales: experimental support of neohebbian three-factor learning rules

W Gerstner, M Lehmann, V Liakoni… - Frontiers in neural …, 2018 - frontiersin.org
Most elementary behaviors such as moving the arm to grasp an object or walking into the
next room to explore a museum evolve on the time scale of seconds; in contrast, neuronal …

Reinforcement learning in artificial and biological systems

EO Neftci, BB Averbeck - Nature Machine Intelligence, 2019 - nature.com
There is and has been a fruitful flow of concepts and ideas between studies of learning in
biological and artificial systems. Much early work that led to the development of …

Reinforcement-learning in fronto-striatal circuits

B Averbeck, JP O'Doherty - Neuropsychopharmacology, 2022 - nature.com
We review the current state of knowledge on the computational and neural mechanisms of
reinforcement-learning with a particular focus on fronto-striatal circuits. We divide the …

What, if, and when to move: basal ganglia circuits and self-paced action initiation

A Klaus, J Alves da Silva… - Annual review of …, 2019 - annualreviews.org
Deciding what to do and when to move is vital to our survival. Clinical and fundamental
studies have identified basal ganglia circuits as critical for this process. The main input …

[HTML][HTML] Striatal circuits as a common node for autism pathophysiology

MV Fuccillo - Frontiers in neuroscience, 2016 - frontiersin.org
Autism spectrum disorders (ASD) are characterized by two seemingly unrelated symptom
domains—deficits in social interactions and restrictive, repetitive patterns of behavioral …

[PDF][PDF] Stable representations of decision variables for flexible behavior

BA Bari, CD Grossman, EE Lubin, AE Rajagopalan… - Neuron, 2019 - cell.com
Decisions occur in dynamic environments. In the framework of reinforcement learning, the
probability of performing an action is influenced by decision variables. Discrepancies …

Autism-linked dopamine transporter mutation alters striatal dopamine neurotransmission and dopamine-dependent behaviors

GE DiCarlo, JI Aguilar, HJG Matthies… - The Journal of …, 2020 - Am Soc Clin Investig
The precise regulation of synaptic dopamine (DA) content by the DA transporter (DAT)
ensures the phasic nature of the DA signal, which underlies the ability of DA to encode …