Publications by authors named "Timothy Lillicrap"

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Mastering diverse control tasks through world models.
Danijar Hafner, Jurgis Pasukonis, Jimmy Ba, Timothy Lillicrap

Nature· April 2025

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The refinement paradox and cumulative cultural evolution: Complex products of collective improvement favor conformist outcomes, blind copying, and hyper-credulity.
Elena Miu, Luke Rendell, Sam Bowles, Rob Boyd, Daniel Cownden, Timothy Lillicrap

PLoS Comput Biol· September 2024

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Responses to Pattern-Violating Visual Stimuli Evolve Differently Over Days in Somata and Distal Apical Dendrites.
Colleen J Gillon, Jason E Pina, Jérôme A Lecoq, Ruweida Ahmed, Yazan N Billeh, Timothy P Lillicrap

J Neurosci· January 2024

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Catalyzing next-generation Artificial Intelligence through NeuroAI.
Anthony Zador, Sean Escola, Blake Richards, Bence Ölveczky, Yoshua Bengio, Timothy Lillicrap

Nat Commun· March 2023

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Rotational dynamics in motor cortex are consistent with a feedback controller.
Hari Teja Kalidindi, Kevin P Cross, Timothy P Lillicrap, Mohsen Omrani, Egidio Falotico

Elife· November 2021

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Mastering Atari, Go, chess and shogi by planning with a learned model.
Julian Schrittwieser, Ioannis Antonoglou, Thomas Hubert, Karen Simonyan, Laurent Sifre, Timothy Lillicrap

Nature· December 2020

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Backpropagation and the brain.
Timothy P Lillicrap, Adam Santoro, Luke Marris, Colin J Akerman, Geoffrey Hinton

Nat Rev Neurosci· June 2020

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A deep learning framework for neuroscience.
Blake A Richards, Timothy P Lillicrap, Philippe Beaudoin, Yoshua Bengio, Rafal Bogacz

Nat Neurosci· November 2019

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Grandmaster level in StarCraft II using multi-agent reinforcement learning.
Oriol Vinyals, Igor Babuschkin, Wojciech M Czarnecki, Michaël Mathieu, Andrew Dudzik, Timothy Lillicrap

Nature· November 2019

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Optimizing agent behavior over long time scales by transporting value.
Chia-Chun Hung, Timothy Lillicrap, Josh Abramson, Yan Wu, Mehdi Mirza

Nat Commun· November 2019

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Is coding a relevant metaphor for building AI?
Adam Santoro, Felix Hill, David Barrett, David Raposo, Matt Botvinick, Timothy Lillicrap

Behav Brain Sci· November 2019

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Backpropagation through time and the brain.
Timothy P Lillicrap, Adam Santoro

Curr Opin Neurobiol· April 2019

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Dendritic solutions to the credit assignment problem.
Blake A Richards, Timothy P Lillicrap

Curr Opin Neurobiol· February 2019

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A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play.
David Silver, Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Matthew Lai, Timothy Lillicrap

Science· December 2018

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Can neocortical feedback alter the sign of plasticity?
Blake A Richards, Timothy P Lillicrap

Nat Rev Neurosci· October 2018

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Vector-based navigation using grid-like representations in artificial agents.
Andrea Banino, Caswell Barry, Benigno Uria, Charles Blundell, Timothy Lillicrap

Nature· May 2018

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Towards deep learning with segregated dendrites.
Jordan Guerguiev, Timothy P Lillicrap, Blake A Richards

Elife· December 2017

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Mastering the game of Go without human knowledge.
David Silver, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, Aja Huang, Timothy Lillicrap

Nature· October 2017

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Deep Learning with Dynamic Spiking Neurons and Fixed Feedback Weights.
Arash Samadi, Timothy P Lillicrap, Douglas B Tweed

Neural Comput· March 2017

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Building machines that learn and think for themselves.
Matthew Botvinick, David G T Barrett, Peter Battaglia, Nando de Freitas, Darshan Kumaran, Timothy Lillicrap

Behav Brain Sci· January 2017

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Random synaptic feedback weights support error backpropagation for deep learning.
Timothy P Lillicrap, Daniel Cownden, Douglas B Tweed, Colin J Akerman

Nat Commun· November 2016

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Primary motor cortex neurons classified in a postural task predict muscle activation patterns in a reaching task.
Ethan A Heming, Timothy P Lillicrap, Mohsen Omrani, Troy M Herter, J Andrew Pruszynski

J Neurophysiol· April 2016

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Temporal evolution of both premotor and motor cortical tuning properties reflect changes in limb biomechanics.
Aaron J Suminski, Philip Mardoum, Timothy P Lillicrap, Nicholas G Hatsopoulos

J Neurophysiol· April 2015

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