Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning.
Sebastian PeitzJan StennerVikas ChidanandaOliver WallscheidSteven L. BruntonKunihiko TairaPublished in: CoRR (2023)
Keyphrases
- partial differential equations
- distributed control
- reinforcement learning
- multi agent reinforcement learning
- multi agent
- autonomous agents
- anisotropic diffusion
- level set
- image denoising
- image processing
- cooperative
- image enhancement
- numerical solution
- multiscale
- finite difference method
- fourth order
- numerical methods
- curve evolution
- control architecture
- finite difference
- differential equations
- state space
- energy functional
- problems in image processing
- optimal policy
- diffusion equation
- numerical algorithms
- boundary value problem
- optimal control
- information exchange
- learning algorithm
- control problems
- machine learning
- high order
- object recognition
- multi agent systems