157 citations · 345 across the 11 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.LG2020
Improved Memories Learning
Francesco Varoli, Guido Novati, Pantelis R. Vlachas +1
We propose Improved Memories Learning (IMeL), a novel algorithm that turns reinforcement learning (RL) into a supervised learning (SL) problem and delimits the role of neural netwo…
physics.comp-ph2020★ 15 cited
Automating Turbulence Modeling by Multi-Agent Reinforcement Learning
Guido Novati, Hugues Lascombes de Laroussilhe, Petros Koumoutsakos
The modeling of turbulent flows is critical to scientific and engineering problems ranging from aircraft design to weather forecasting and climate prediction. Over the last sixty y…