Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning

1 code implementation • 25 Jan 2023 • Sebastian Peitz, Jan Stenner, Vikas Chidananda, Oliver Wallscheid, Steven L. Brunton, Kunihiko Taira

We present a convolutional framework which significantly reduces the complexity and thus, the computational effort for distributed reinforcement learning control of dynamical systems governed by partial differential equations (PDEs).

reinforcement-learning Reinforcement Learning (RL)