Matthew Botvinick

First name

Matthew

Last name

Botvinick

Langdon, Angela, Matthew Botvinick, Hiroyuki Nakahara, Keiji Tanaka, Masayuki Matsumoto, and Ryota Kanai. 2022. “Meta-Learning, Social Cognition and Consciousness in Brains and Machines”. Neural Networks 145: 80-89. PDF: Meta-learning, social cognition and consciousness in brains and machines.

Reference Link
Solway*, Alec, Carlos Diuk*, Natalia Córdova, Debbie Yee, Andrew Barto, Yael Niv, and Matthew Botvinick. (2014) 2014. “Optimal Behavioral Hierarchy”. PLoS Computational Biology 10 (8): e1003779. doi:10.1371/journal.pcbi.1003779.

Reference Link
Diuk, Carlos, Anna Schapiro, Natalia Córdova, José Ribas-Fernandes, Yael Niv, and Matthew Botvinick. 2013. Divide and Conquer: Hierarchical Reinforcement Learning and Task Decomposition in Humans. Computational and Robotic Models of the Hierarchical Organization of Behavior. Vol. 9783642398. doi:10.1007/978-3-642-39875-9_12.

Reference Link
Diuk, Carlos, Karin Tsai, Wallis, Matthew Botvinick, and Yael Niv. (2013) 2013. “Hierarchical Learning Induces Two Simultaneous, But Separable, Prediction Errors in Human Basal Ganglia”. Journal of Neuroscience 33 (13): 5797–5805. doi:10.1523/JNEUROSCI.5445-12.2013.

Reference Link
Ribas-Fernandes, José, Alec Solway, Carlos Diuk, Joseph McGuire, Andrew Barto, Yael Niv, and Matthew Botvinick. (2011) 2011. “A Neural Signature of Hierarchical Reinforcement Learning.”. Neuron 71 (2): 370–379. doi:10.1016/j.neuron.2011.05.042.

Reference Link
Diuk, Carlos, Matthew Botvinick, Andrew Barto, and Yael Niv. 2010. “Hierarchical Reinforcement Learning: An Fmri Study of Learning in a Two-Level Gambling Task”. In Neuroscience Meeting Planner.

Reference Link
Botvinick, Matthew, Yael Niv, and Andrew Barto. (2009) 2009. “Hierarchically Organized Behavior and Its Neural Foundations: A Reinforcement Learning Perspective”. Cognition 113 (3): 262–280. doi:10.1016/j.cognition.2008.08.011.

Reference Link