Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection

Tim Plotzki, Sebastian Peitz

Training reinforcement learning (RL) agents to control fluid dynamics systems is computationally expensive due to the high cost of direct numerical simulations (DNS) of the governi…