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Murray Shanahan

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Systematic Generalisation through Task Temporal Logic and Deep Reinforcement Learning

Jun 12, 2020
Borja G. Leon, Murray Shanahan, Francesco Belardinelli

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Continual Reinforcement Learning with Multi-Timescale Replay

Apr 16, 2020
Christos Kaplanis, Claudia Clopath, Murray Shanahan

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The Animal-AI Environment: Training and Testing Animal-Like Artificial Cognition

Sep 18, 2019
Benjamin Beyret, José Hernández-Orallo, Lucy Cheke, Marta Halina, Murray Shanahan, Matthew Crosby

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An Explicitly Relational Neural Network Architecture

May 24, 2019
Murray Shanahan, Kyriacos Nikiforou, Antonia Creswell, Christos Kaplanis, David Barrett, Marta Garnelo

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Policy Consolidation for Continual Reinforcement Learning

Feb 01, 2019
Christos Kaplanis, Murray Shanahan, Claudia Clopath

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Consistent Jumpy Predictions for Videos and Scenes

Oct 02, 2018
Ananya Kumar, S. M. Ali Eslami, Danilo J. Rezende, Marta Garnelo, Fabio Viola, Edward Lockhart, Murray Shanahan

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Conditional Neural Processes

Jul 04, 2018
Marta Garnelo, Dan Rosenbaum, Chris J. Maddison, Tiago Ramalho, David Saxton, Murray Shanahan, Yee Whye Teh, Danilo J. Rezende, S. M. Ali Eslami

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Relational Deep Reinforcement Learning

Jun 28, 2018
Vinicius Zambaldi, David Raposo, Adam Santoro, Victor Bapst, Yujia Li, Igor Babuschkin, Karl Tuyls, David Reichert, Timothy Lillicrap, Edward Lockhart, Murray Shanahan, Victoria Langston, Razvan Pascanu, Matthew Botvinick, Oriol Vinyals, Peter Battaglia

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Continual Reinforcement Learning with Complex Synapses

Jun 19, 2018
Christos Kaplanis, Murray Shanahan, Claudia Clopath

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