Timo Ewalds
- Probabilistic weather forecasting with machine learning
2024/12/04 by Ilan Price, Álvaro Sánchez‐González, Ferran Alet +9 · 3 voices · 155 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Tropical and Extratropical Cyclones Research
- GraphCast: Learning skillful medium-range global weather forecasting
2022/12/24 by Rémi Lam, Remi Lam, Lam, Remi +35 · 3 voices · 27 citations
Computer Science · Environmental Science · Physics and Astronomy · #Advanced Graph Neural Networks #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #cs.LG #physics.ao-ph
- StarCraft II: A New Challenge for Reinforcement Learning
2017/08/16 by Oriol Vinyals, Timo Ewalds, Vinyals, Oriol +48 · 1 voice · 48 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #cs.AI #cs.LG
- Learning skillful medium-range global weather forecasting
2023/11/14 by Rémi Lam, Álvaro Sánchez‐González, Matthew Willson +15 · 145 citations
Earth and Planetary Sciences · Environmental Science · #Climate variability and models #Meteorological Phenomena and Simulations #Tropical and Extratropical Cyclones Research
- GenCast: Diffusion-based ensemble forecasting for medium-range weather
2023/12/25 by Ilan Price, Price, Ilan, Álvaro Sánchez‐González +23 · 3 voices · 28 citations
Computer Science · Earth and Planetary Sciences · Environmental Science · Physics and Astronomy · #Flood Risk Assessment and Management #Hydrological Forecasting Using AI #Meteorological Phenomena and Simulations #cs.LG #physics.ao-ph
- Magnetic control of tokamak plasmas through deep reinforcement learning
2022/02/16 by Jonas Degrave, F. Felici, Jonas Buchli +28 · 38 citations
Physics and Astronomy · #Magnetic confinement fusion research
- Improving alignment of dialogue agents via targeted human judgements
2022/09/28 by Amelia Glaese, Nat McAleese, Glaese, Amelia +65 · 37 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- OpenSpiel: A Framework for Reinforcement Learning in Games
2019/08/26 by Marc Lanctot, Edward Lockhart, Lanctot, Marc +50 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning
2023/08/07 by Michaël Mathieu, Sherjil Ozair, Mathieu, Michaël +45 · 2 citations
Computer Science · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sports Analytics and Performance