Accueil
Matthew Botvinick
Matthew Botvinick
Affiliations
DeepMind, London, UK.
Gatsby Computational Neuroscience Unit, University College London, London, UK.
Publications (18)
A distributional code for value in dopamine-based reinforcement learning.
Nature
Avec:
Will Dabney
,
Zeb Kurth-Nelson
,
Naoshige Uchida
,
Clara Kwon Starkweather
,
Demis Hassabis
,
Rémi Munos
,
Matthew Botvinick
Deep Reinforcement Learning and Its Neuroscientific Implications.
Neuron
Avec:
Matthew Botvinick
,
Jane X Wang
,
Will Dabney
,
Kevin J Miller
,
Zeb Kurth-Nelson
Meta-learning, social cognition and consciousness in brains and machines.
Neural networks : the official journal of the International Neural Network Society
Avec:
Angela Langdon
,
Matthew Botvinick
,
Hiroyuki Nakahara
,
Keiji Tanaka
,
Masayuki Matsumoto
,
Ryota Kanai
Reinforcement Learning, Fast and Slow.
Trends in cognitive sciences
Avec:
Matthew Botvinick
,
Sam Ritter
,
Jane X Wang
,
Zeb Kurth-Nelson
,
Charles Blundell
,
Demis Hassabis
Generative replay underlies compositional inference in the hippocampal-prefrontal circuit.
Cell
Avec:
Philipp Schwartenbeck
,
Alon Baram
,
Yunzhe Liu
,
Shirley Mark
,
Timothy Muller
,
Raymond Dolan
,
Matthew Botvinick
,
Zeb Kurth-Nelson
,
Timothy Behrens
Using games to understand the mind.
Nature human behaviour
Avec:
Kelsey Allen
,
Franziska Brändle
,
Matthew Botvinick
,
Judith E Fan
,
Samuel J Gershman
,
Alison Gopnik
,
Thomas L Griffiths
,
Joshua K Hartshorne
,
Tobias U Hauser
,
Mark K Ho
,
Joshua R de Leeuw
,
Wei Ji Ma
,
Kou Murayama
,
Jonathan D Nelson
,
Bas van Opheusden
,
Thomas Pouncy
,
Janet Rafner
,
Iyad Rahwan
,
Robb B Rutledge
,
Jacob Sherson
,
Özgür Şimşek
,
Hugo Spiers
,
Christopher Summerfield
,
Mirko Thalmann
,
Natalia Vélez
,
Andrew J Watrous
,
Joshua B Tenenbaum
,
Eric Schulz
Is coding a relevant metaphor for building AI?
The Behavioral and brain sciences
Avec:
Adam Santoro
,
Felix Hill
,
David Barrett
,
David Raposo
,
Matt Botvinick
,
Timothy Lillicrap
Human-centred mechanism design with Democratic AI.
Nature human behaviour
Avec:
Raphael Koster
,
Jan Balaguer
,
Andrea Tacchetti
,
Ari Weinstein
,
Tina Zhu
,
Oliver Hauser
,
Duncan Williams
,
Lucy Campbell-Gillingham
,
Phoebe Thacker
,
Matthew Botvinick
,
Christopher Summerfield
Intuitive physics learning in a deep-learning model inspired by developmental psychology.
Nature human behaviour
Avec:
Luis S Piloto
,
Ari Weinstein
,
Peter Battaglia
,
Matthew Botvinick
Scaffolding cooperation in human groups with deep reinforcement learning.
Nature human behaviour
Avec:
Kevin R McKee
,
Andrea Tacchetti
,
Michiel A Bakker
,
Jan Balaguer
,
Lucy Campbell-Gillingham
,
Richard Everett
,
Matthew Botvinick
Meta-Learned Models of Cognition.
The Behavioral and brain sciences
Avec:
Marcel Binz
,
Ishita Dasgupta
,
Akshay K Jagadish
,
Matthew Botvinick
,
Jane X Wang
,
Eric Schulz
A virtual rodent predicts the structure of neural activity across behaviors.
Nature
Avec:
Diego Aldarondo
,
Josh Merel
,
Jesse D Marshall
,
Leonard Hasenclever
,
Ugne Klibaite
,
Amanda Gellis
,
Yuval Tassa
,
Greg Wayne
,
Matthew Botvinick
,
Bence P Ölveczky
Hierarchical motor control in mammals and machines.
Nature communications
Avec:
Josh Merel
,
Matthew Botvinick
,
Greg Wayne
Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons.
Nature communications
Avec:
Irina Higgins
,
Le Chang
,
Victoria Langston
,
Demis Hassabis
,
Christopher Summerfield
,
Doris Tsao
,
Matthew Botvinick
Pretrial predictors of conflict response efficacy in the human prefrontal cortex.
iScience
Avec:
Alexander B Herman
,
Elliot H Smith
,
Catherine A Schevon
,
Mark J Yates
,
Guy M McKhann
,
Matthew Botvinick
,
Benjamin Y Hayden
,
Sameer A Sheth
Catalyzing next-generation Artificial Intelligence through NeuroAI.
Nature communications
Avec:
Anthony Zador
,
Sean Escola
,
Blake Richards
,
Bence Ölveczky
,
Yoshua Bengio
,
Kwabena Boahen
,
Matthew Botvinick
,
Dmitri Chklovskii
,
Anne Churchland
,
Claudia Clopath
,
James DiCarlo
,
Surya Ganguli
,
Jeff Hawkins
,
Konrad Körding
,
Alexei Koulakov
,
Yann LeCun
,
Timothy Lillicrap
,
Adam Marblestone
,
Bruno Olshausen
,
Alexandre Pouget
,
Cristina Savin
,
Terrence Sejnowski
,
Eero Simoncelli
,
Sara Solla
,
David Sussillo
,
Andreas S Tolias
,
Doris Tsao
Meta-learning: Data, architecture, and both.
The Behavioral and brain sciences
Avec:
Marcel Binz
,
Ishita Dasgupta
,
Akshay Jagadish
,
Matthew Botvinick
,
Jane X Wang
,
Eric Schulz
AI can help humans find common ground in democratic deliberation.
Science (New York, N.Y.)
Avec:
Michael Henry Tessler
,
Michiel A Bakker
,
Daniel Jarrett
,
Hannah Sheahan
,
Martin J Chadwick
,
Raphael Koster
,
Georgina Evans
,
Lucy Campbell-Gillingham
,
Tantum Collins
,
David C Parkes
,
Matthew Botvinick
,
Christopher Summerfield
Réseau de co-auteurs
Zeb Kurth-Nelson
4 collaborations
Jane X Wang
4 collaborations
Christopher Summerfield
4 collaborations
Demis Hassabis
3 collaborations
Eric Schulz
3 collaborations
Lucy Campbell-Gillingham
3 collaborations
Will Dabney
2 collaborations
Timothy Lillicrap
2 collaborations
Raphael Koster
2 collaborations
Jan Balaguer
2 collaborations
Andrea Tacchetti
2 collaborations
Ari Weinstein
2 collaborations
Michiel A Bakker
2 collaborations
Marcel Binz
2 collaborations
Ishita Dasgupta
2 collaborations
Josh Merel
2 collaborations
Greg Wayne
2 collaborations
Doris Tsao
2 collaborations
Naoshige Uchida
1 collaboration
Clara Kwon Starkweather
1 collaboration
Rémi Munos
1 collaboration
Kevin J Miller
1 collaboration
Angela Langdon
1 collaboration
Hiroyuki Nakahara
1 collaboration
Keiji Tanaka
1 collaboration
Masayuki Matsumoto
1 collaboration
Ryota Kanai
1 collaboration
Sam Ritter
1 collaboration
Charles Blundell
1 collaboration
Philipp Schwartenbeck
1 collaboration
Alon Baram
1 collaboration
Yunzhe Liu
1 collaboration
Shirley Mark
1 collaboration
Timothy Muller
1 collaboration
Raymond Dolan
1 collaboration
Timothy Behrens
1 collaboration
Kelsey Allen
1 collaboration
Franziska Brändle
1 collaboration
Judith E Fan
1 collaboration
Samuel J Gershman
1 collaboration
Alison Gopnik
1 collaboration
Thomas L Griffiths
1 collaboration
Joshua K Hartshorne
1 collaboration
Tobias U Hauser
1 collaboration
Mark K Ho
1 collaboration
Joshua R de Leeuw
1 collaboration
Wei Ji Ma
1 collaboration
Kou Murayama
1 collaboration
Jonathan D Nelson
1 collaboration
Bas van Opheusden
1 collaboration
Thomas Pouncy
1 collaboration
Janet Rafner
1 collaboration
Iyad Rahwan
1 collaboration
Robb B Rutledge
1 collaboration
Jacob Sherson
1 collaboration
Özgür Şimşek
1 collaboration
Hugo Spiers
1 collaboration
Mirko Thalmann
1 collaboration
Natalia Vélez
1 collaboration
Andrew J Watrous
1 collaboration
Joshua B Tenenbaum
1 collaboration
Adam Santoro
1 collaboration
Felix Hill
1 collaboration
David Barrett
1 collaboration
David Raposo
1 collaboration
Matt Botvinick
1 collaboration
Tina Zhu
1 collaboration
Oliver Hauser
1 collaboration
Duncan Williams
1 collaboration
Phoebe Thacker
1 collaboration
Luis S Piloto
1 collaboration
Peter Battaglia
1 collaboration
Kevin R McKee
1 collaboration
Richard Everett
1 collaboration
Akshay K Jagadish
1 collaboration
Diego Aldarondo
1 collaboration
Jesse D Marshall
1 collaboration
Leonard Hasenclever
1 collaboration
Ugne Klibaite
1 collaboration
Amanda Gellis
1 collaboration
Yuval Tassa
1 collaboration
Bence P Ölveczky
1 collaboration
Irina Higgins
1 collaboration
Le Chang
1 collaboration
Victoria Langston
1 collaboration
Alexander B Herman
1 collaboration
Elliot H Smith
1 collaboration
Catherine A Schevon
1 collaboration
Mark J Yates
1 collaboration
Guy M McKhann
1 collaboration
Benjamin Y Hayden
1 collaboration
Sameer A Sheth
1 collaboration
Anthony Zador
1 collaboration
Sean Escola
1 collaboration
Blake Richards
1 collaboration
Bence Ölveczky
1 collaboration
Yoshua Bengio
1 collaboration
Kwabena Boahen
1 collaboration
Dmitri Chklovskii
1 collaboration
Anne Churchland
1 collaboration
Claudia Clopath
1 collaboration
James DiCarlo
1 collaboration
Surya Ganguli
1 collaboration
Jeff Hawkins
1 collaboration
Konrad Körding
1 collaboration
Alexei Koulakov
1 collaboration
Yann LeCun
1 collaboration
Adam Marblestone
1 collaboration
Bruno Olshausen
1 collaboration
Alexandre Pouget
1 collaboration
Cristina Savin
1 collaboration
Terrence Sejnowski
1 collaboration
Eero Simoncelli
1 collaboration
Sara Solla
1 collaboration
David Sussillo
1 collaboration
Andreas S Tolias
1 collaboration
Akshay Jagadish
1 collaboration
Michael Henry Tessler
1 collaboration
Daniel Jarrett
1 collaboration
Hannah Sheahan
1 collaboration
Martin J Chadwick
1 collaboration
Georgina Evans
1 collaboration
Tantum Collins
1 collaboration
David C Parkes
1 collaboration