Get our free extension to see links to code for papers anywhere online!

Add to Chrome

Add to Firefox

Picture for Meire Fortunato

Meire Fortunato

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

* Main text: 21 pages, 8 figures, 1 table. Appendix: 15 pages, 5 figures, 2 tables

Access Paper or Ask Questions

MultiScale MeshGraphNets

Oct 02, 2022
Meire Fortunato, Tobias Pfaff, Peter Wirnsberger, Alexander Pritzel, Peter Battaglia

Figure 1 for MultiScale MeshGraphNets

Figure 2 for MultiScale MeshGraphNets

Figure 3 for MultiScale MeshGraphNets

Figure 4 for MultiScale MeshGraphNets

* 2nd AI4Science Workshop at the 39th International Conference on Machine Learning (ICML), 2022

Access Paper or Ask Questions

Generalization of Reinforcement Learners with Working and Episodic Memory

Oct 29, 2019
Meire Fortunato, Melissa Tan, Ryan Faulkner, Steven Hansen, Adrià Puigdomènech Badia, Gavin Buttimore, Charlie Deck, Joel Z Leibo, Charles Blundell

Figure 1 for Generalization of Reinforcement Learners with Working and Episodic Memory

Figure 2 for Generalization of Reinforcement Learners with Working and Episodic Memory

Figure 3 for Generalization of Reinforcement Learners with Working and Episodic Memory

Figure 4 for Generalization of Reinforcement Learners with Working and Episodic Memory

* To be published in NeurIPS 2019. Equal contribution of first 4 authors

Access Paper or Ask Questions

Interval timing in deep reinforcement learning agents

May 31, 2019
Ben Deverett, Ryan Faulkner, Meire Fortunato, Greg Wayne, Joel Z. Leibo

Figure 1 for Interval timing in deep reinforcement learning agents

Figure 2 for Interval timing in deep reinforcement learning agents

Figure 3 for Interval timing in deep reinforcement learning agents

Figure 4 for Interval timing in deep reinforcement learning agents

* 11 pages, 7 figures

Access Paper or Ask Questions