Alexander Pritzel

27 papers A* 6Journal 16Unranked 5

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	GraphCast: Learning skillful medium-range global weather forecasting. CoRR Rémi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson, Peter Wirnsberger, Meire Fortunato, Alexander Pritzel, Suman V. Ravuri, Timo Ewalds, Ferran Alet, Zach Eaton-Rosen, Weihua Hu, Alexander Merose, Stephan Hoyer, George Holland, Jacklynn Stott, Oriol Vinyals, Shakir Mohamed, Peter W. Battaglia
2022	J	`jnl`	MultiScale MeshGraphNets. CoRR Meire Fortunato, Tobias Pfaff, Peter Wirnsberger, Alexander Pritzel, Peter W. Battaglia
2022	J	`jnl`	Normalizing flows for atomic solids. Mach. Learn. Sci. Technol. Peter Wirnsberger, George Papamakarios, Borja Ibarz, Sébastien Racanière, Andrew J. Ballard, Alexander Pritzel, Charles Blundell
2020	A*	`conf`	Never Give Up: Learning Directed Exploration Strategies. ICLR Adrià Puigdomènech Badia, Pablo Sprechmann, Alex Vitvitskyi, Zhaohan Daniel Guo, Bilal Piot, Steven Kapturowski, Olivier Tieleman, Martín Arjovsky, Alexander Pritzel, Andrew Bolt, Charles Blundell
2020	J	`jnl`	Never Give Up: Learning Directed Exploration Strategies. CoRR Adrià Puigdomènech Badia, Pablo Sprechmann, Alex Vitvitskyi, Zhaohan Daniel Guo, Bilal Piot, Steven Kapturowski, Olivier Tieleman, Martín Arjovsky, Alexander Pritzel, Andrew Bolt, Charles Blundell
2019	J	`jnl`	Meta-learning of Sequential Strategies. CoRR Pedro A. Ortega, Jane X. Wang, Mark Rowland, Tim Genewein, Zeb Kurth-Nelson, Razvan Pascanu, Nicolas Heess, Joel Veness, Alexander Pritzel, Pablo Sprechmann, Siddhant M. Jayakumar, Tom McGrath, Kevin J. Miller, Mohammad Gheshlaghi Azar, Ian Osband, Neil C. Rabinowitz, András György, Silvia Chiappa, Simon Osindero, Yee Whye Teh, Hado van Hasselt, Nando de Freitas, Matthew M. Botvinick, Shane Legg
2018	A*	`conf`	Fast deep reinforcement learning using online adjustments from the past. NeurIPS Steven Hansen, Alexander Pritzel, Pablo Sprechmann, André Barreto, Charles Blundell
2018	J	`jnl`	Fast deep reinforcement learning using online adjustments from the past. CoRR Steven Hansen, Pablo Sprechmann, Alexander Pritzel, André Barreto, Charles Blundell
2018	A*	`conf`	Generative Temporal Models with Spatial Memory for Partially Observed Environments. ICML Marco Fraccaro, Danilo Jimenez Rezende, Yori Zwols, Alexander Pritzel, S. M. Ali Eslami, Fabio Viola
2018	J	`jnl`	Generative Temporal Models with Spatial Memory for Partially Observed Environments. CoRR Marco Fraccaro, Danilo Jimenez Rezende, Yori Zwols, Alexander Pritzel, S. M. Ali Eslami, Fabio Viola
2018	—	`conf`	Memory-based Parameter Adaptation. ICLR (Poster) Pablo Sprechmann, Siddhant M. Jayakumar, Jack W. Rae, Alexander Pritzel, Adrià Puigdomènech Badia, Benigno Uria, Oriol Vinyals, Demis Hassabis, Razvan Pascanu, Charles Blundell
2018	J	`jnl`	Memory-based Parameter Adaptation. CoRR Pablo Sprechmann, Siddhant M. Jayakumar, Jack W. Rae, Alexander Pritzel, Adrià Puigdomènech Badia, Benigno Uria, Oriol Vinyals, Demis Hassabis, Razvan Pascanu, Charles Blundell
2018	J	`jnl`	Meta-Learning by the Baldwin Effect. CoRR Chrisantha Thomas Fernando, Jakub Sygnowski, Simon Osindero, Jane Wang, Tom Schaul, Denis Teplyashin, Pablo Sprechmann, Alexander Pritzel, Andrei A. Rusu
2018	—	`conf`	Meta-learning by the Baldwin effect. GECCO (Companion) Chrisantha Fernando, Jakub Sygnowski, Simon Osindero, Jane Wang, Tom Schaul, Denis Teplyashin, Pablo Sprechmann, Alexander Pritzel, Andrei A. Rusu
2018	—	`conf`	Meta-learning by the baldwin effect. GECCO (Companion) Chrisantha Fernando, Jakub Sygnowski, Simon Osindero, Jane Wang, Tom Schaul, Denis Teplyashin, Pablo Sprechmann, Alexander Pritzel, Andrei A. Rusu
2018	J	`jnl`	Vector-based navigation using grid-like representations in artificial agents. Nat. Andrea Banino, Caswell Barry, Benigno Uria, Charles Blundell, Timothy P. Lillicrap, Piotr Mirowski, Alexander Pritzel, Martin J. Chadwick, Thomas Degris, Joseph Modayil, Greg Wayne, Hubert Soyer, Fabio Viola, Brian Zhang, Ross Goroshin, Neil C. Rabinowitz, Razvan Pascanu, Charlie Beattie, Stig Petersen, Amir Sadik, Stephen Gaffney, Helen King, Koray Kavukcuoglu, Demis Hassabis, Raia Hadsell, Dharshan Kumaran
2017	A*	`conf`	DARLA: Improving Zero-Shot Transfer in Reinforcement Learning. ICML Irina Higgins, Arka Pal, Andrei A. Rusu, Loïc Matthey, Christopher P. Burgess, Alexander Pritzel, Matthew M. Botvinick, Charles Blundell, Alexander Lerchner
2017	J	`jnl`	DARLA: Improving Zero-Shot Transfer in Reinforcement Learning. CoRR Irina Higgins, Arka Pal, Andrei A. Rusu, Loïc Matthey, Christopher P. Burgess, Alexander Pritzel, Matthew M. Botvinick, Charles Blundell, Alexander Lerchner
2017	A*	`conf`	Neural Episodic Control. ICML Alexander Pritzel, Benigno Uria, Sriram Srinivasan, Adrià Puigdomènech Badia, Oriol Vinyals, Demis Hassabis, Daan Wierstra, Charles Blundell
2017	J	`jnl`	Neural Episodic Control. CoRR Alexander Pritzel, Benigno Uria, Sriram Srinivasan, Adrià Puigdomènech Badia, Oriol Vinyals, Demis Hassabis, Daan Wierstra, Charles Blundell
2017	J	`jnl`	PathNet: Evolution Channels Gradient Descent in Super Neural Networks. CoRR Chrisantha Fernando, Dylan Banarse, Charles Blundell, Yori Zwols, David Ha, Andrei A. Rusu, Alexander Pritzel, Daan Wierstra
2017	—	`conf`	Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles. NIPS Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell
2016	A*	`conf`	Continuous control with deep reinforcement learning. ICLR (Poster) Timothy P. Lillicrap, Jonathan J. Hunt, Alexander Pritzel, Nicolas Heess, Tom Erez, Yuval Tassa, David Silver, Daan Wierstra
2016	—	`conf`	Deep Exploration via Bootstrapped DQN. NIPS Ian Osband, Charles Blundell, Alexander Pritzel, Benjamin Van Roy
2016	J	`jnl`	Deep Exploration via Bootstrapped DQN. CoRR Ian Osband, Charles Blundell, Alexander Pritzel, Benjamin Van Roy
2016	J	`jnl`	Model-Free Episodic Control. CoRR Charles Blundell, Benigno Uria, Alexander Pritzel, Yazhe Li, Avraham Ruderman, Joel Z. Leibo, Jack W. Rae, Daan Wierstra, Demis Hassabis
2016	J	`jnl`	Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles. CoRR Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell