Alert button
Picture for Timo Ewalds

Timo Ewalds

Alert button

GenCast: Diffusion-based ensemble forecasting for medium-range weather

Dec 25, 2023
Ilan Price, Alvaro Sanchez-Gonzalez, Ferran Alet, Timo Ewalds, Andrew El-Kadi, Jacklynn Stott, Shakir Mohamed, Peter Battaglia, Remi Lam, Matthew Willson

Viaarxiv icon

AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning

Aug 07, 2023
Michaël Mathieu, Sherjil Ozair, Srivatsan Srinivasan, Caglar Gulcehre, Shangtong Zhang, Ray Jiang, Tom Le Paine, Richard Powell, Konrad Żołna, Julian Schrittwieser, David Choi, Petko Georgiev, Daniel Toyama, Aja Huang, Roman Ring, Igor Babuschkin, Timo Ewalds, Mahyar Bordbar, Sarah Henderson, Sergio Gómez Colmenarejo, Aäron van den Oord, Wojciech Marian Czarnecki, Nando de Freitas, Oriol Vinyals

Figure 1 for AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning
Figure 2 for AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning
Figure 3 for AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning
Figure 4 for AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning
Viaarxiv icon

Towards practical reinforcement learning for tokamak magnetic control

Jul 21, 2023
Brendan D. Tracey, Andrea Michi, Yuri Chervonyi, Ian Davies, Cosmin Paduraru, Nevena Lazic, Federico Felici, Timo Ewalds, Craig Donner, Cristian Galperti, Jonas Buchli, Michael Neunert, Andrea Huber, Jonathan Evens, Paula Kurylowicz, Daniel J. Mankowitz, Martin Riedmiller, The TCV Team

Figure 1 for Towards practical reinforcement learning for tokamak magnetic control
Figure 2 for Towards practical reinforcement learning for tokamak magnetic control
Figure 3 for Towards practical reinforcement learning for tokamak magnetic control
Figure 4 for Towards practical reinforcement learning for tokamak magnetic control
Viaarxiv icon

GraphCast: Learning skillful medium-range global weather forecasting

Dec 24, 2022
Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson, Peter Wirnsberger, Meire Fortunato, Alexander Pritzel, Suman Ravuri, Timo Ewalds, Ferran Alet, Zach Eaton-Rosen, Weihua Hu, Alexander Merose, Stephan Hoyer, George Holland, Jacklynn Stott, Oriol Vinyals, Shakir Mohamed, Peter Battaglia

Figure 1 for GraphCast: Learning skillful medium-range global weather forecasting
Figure 2 for GraphCast: Learning skillful medium-range global weather forecasting
Figure 3 for GraphCast: Learning skillful medium-range global weather forecasting
Figure 4 for GraphCast: Learning skillful medium-range global weather forecasting
Viaarxiv icon

Improving alignment of dialogue agents via targeted human judgements

Sep 28, 2022
Amelia Glaese, Nat McAleese, Maja Trębacz, John Aslanides, Vlad Firoiu, Timo Ewalds, Maribeth Rauh, Laura Weidinger, Martin Chadwick, Phoebe Thacker, Lucy Campbell-Gillingham, Jonathan Uesato, Po-Sen Huang, Ramona Comanescu, Fan Yang, Abigail See, Sumanth Dathathri, Rory Greig, Charlie Chen, Doug Fritz, Jaume Sanchez Elias, Richard Green, Soňa Mokrá, Nicholas Fernando, Boxi Wu, Rachel Foley, Susannah Young, Iason Gabriel, William Isaac, John Mellor, Demis Hassabis, Koray Kavukcuoglu, Lisa Anne Hendricks, Geoffrey Irving

Figure 1 for Improving alignment of dialogue agents via targeted human judgements
Figure 2 for Improving alignment of dialogue agents via targeted human judgements
Figure 3 for Improving alignment of dialogue agents via targeted human judgements
Figure 4 for Improving alignment of dialogue agents via targeted human judgements
Viaarxiv icon

OpenSpiel: A Framework for Reinforcement Learning in Games

Oct 10, 2019
Marc Lanctot, Edward Lockhart, Jean-Baptiste Lespiau, Vinicius Zambaldi, Satyaki Upadhyay, Julien Pérolat, Sriram Srinivasan, Finbarr Timbers, Karl Tuyls, Shayegan Omidshafiei, Daniel Hennes, Dustin Morrill, Paul Muller, Timo Ewalds, Ryan Faulkner, János Kramár, Bart De Vylder, Brennan Saeta, James Bradbury, David Ding, Sebastian Borgeaud, Matthew Lai, Julian Schrittwieser, Thomas Anthony, Edward Hughes, Ivo Danihelka, Jonah Ryan-Davis

Figure 1 for OpenSpiel: A Framework for Reinforcement Learning in Games
Figure 2 for OpenSpiel: A Framework for Reinforcement Learning in Games
Figure 3 for OpenSpiel: A Framework for Reinforcement Learning in Games
Figure 4 for OpenSpiel: A Framework for Reinforcement Learning in Games
Viaarxiv icon

StarCraft II: A New Challenge for Reinforcement Learning

Aug 16, 2017
Oriol Vinyals, Timo Ewalds, Sergey Bartunov, Petko Georgiev, Alexander Sasha Vezhnevets, Michelle Yeo, Alireza Makhzani, Heinrich Küttler, John Agapiou, Julian Schrittwieser, John Quan, Stephen Gaffney, Stig Petersen, Karen Simonyan, Tom Schaul, Hado van Hasselt, David Silver, Timothy Lillicrap, Kevin Calderone, Paul Keet, Anthony Brunasso, David Lawrence, Anders Ekermo, Jacob Repp, Rodney Tsing

Figure 1 for StarCraft II: A New Challenge for Reinforcement Learning
Figure 2 for StarCraft II: A New Challenge for Reinforcement Learning
Figure 3 for StarCraft II: A New Challenge for Reinforcement Learning
Figure 4 for StarCraft II: A New Challenge for Reinforcement Learning
Viaarxiv icon