Reviewer #2 (Public review): Neural signatures of model-based and model-free reinforcement learning across prefrontal cortex and striatum
Year: 2025
Type: peer-review
Abstract: This important study presents single-unit activity collected during model-based (MB) and modelfree (MF) reinforcement learning in non-human primates.The dataset was carefully collected, and the statistical analyses, including the modeling, are rigorous.The evidence convincingly supports different roles for particular cortical and subcortical areas in representing key variables during reinforcement learning.
Source: eLife
Language: English
Subfield: Cognitive Neuroscience
Field: Neuroscience
Domain: Life Sciences
Open Access status: gold
Estimated APC paid: $2,500
Awards: Neural mechanisms underlying flexible behaviour, Neural mechanisms of learning, planning, and decision-making, Neural mechanisms of learning, planning, and decision-making, Neuronal mechanisms underlying value-based decision-making and action selection., Organising knowledge for flexible behaviour in the prefrontal-hippocampal circuitry, Neuromodulatory-prefrontal interactions in primates, G5570099221, Neuronal mechanisms underlying value-based decision-making and action selection., Neural mechanisms underlying flexible behaviour, Organising knowledge for flexible behaviour in the prefrontal-hippocampal circuitry
OpenAlex ID: W4409480939