Deep Reinforcement Learning for Online Control of Stochastic Partial Differential Equations.
Erfan PirmoradFaraz KhoshbakhtianFarnam MansouriAmir-massoud FarahmandPublished in: CoRR (2021)
Keyphrases
- partial differential equations
- reinforcement learning
- stochastic control
- control problems
- ambrosio tortorelli
- optimal control
- numerical solution
- image denoising
- anisotropic diffusion
- level set
- image processing
- image enhancement
- multiscale
- dynamic programming
- differential equations
- numerical algorithms
- mathematical morphology
- energy functional
- numerical methods
- fourth order
- computer vision
- problems in image processing
- curve evolution
- state space
- finite difference
- boundary value problem
- rl algorithms
- numerical simulations
- markov decision processes
- conservation laws
- machine learning
- boundary element