José Ribas-Fernandes

A Neural Signature of Hierarchical Reinforcement Learning

Joseph T. McGuire, Carlos Diuk, A. Barto, 2011, Neuron.

Human midcingulate cortex encodes distributed representations of task progress

Massimo Silvetti, Tom Verguts, Danesh Shahnazian, 2018, Proceedings of the National Academy of Sciences.

Divide and Conquer: Hierarchical Reinforcement Learning and Task Decomposition in Humans

Matthew Botvinick, Carlos Diuk, Anna C. Schapiro, 2013, Computational and Robotic Models of the Hierarchical Organization of Behavior.

Electrophysiological correlates of state transition prediction errors

Danesh Shahnazian, Clay B. Holroyd, José J. F. Ribas-Fernandes, 2019, bioRxiv.

Subgoal- and Goal-related Reward Prediction Errors in Medial Prefrontal Cortex

Danesh Shahnazian, Matthew Botvinick, José Ribas-Fernandes, 2019, Journal of Cognitive Neuroscience.