Timo Ewalds

Publications by Year

Research Areas

Magnetic confinement fusion research, Artificial Intelligence in Games, Digital Games and Media, Reinforcement Learning in Robotics, Meteorological Phenomena and Simulations

Most-Cited Works

• → Grandmaster level in StarCraft II using multi-agent reinforcement learning(2019)3,358 cited
• → Learning skillful medium-range global weather forecasting(2023)1,016 cited
• → StarCraft II: A New Challenge for Reinforcement Learning(2017)683 cited
• → Magnetic control of tokamak plasmas through deep reinforcement learning(2022)670 cited
• → Probabilistic weather forecasting with machine learning(2024)243 cited
• → GraphCast: Learning skillful medium-range global weather forecasting(2022)169 cited
• → Improving alignment of dialogue agents via targeted human judgements(2022)131 cited
• → OpenSpiel: A Framework for Reinforcement Learning in Games(2019)106 cited
• → GenCast: Diffusion-based ensemble forecasting for medium-range weather(2023)61 cited
• → Guidelines for quantitative reconstruction of complex exit waves in HRTEM(2011)32 cited