Neural Q-learning for solving elliptic PDEs.
Samuel N. CohenDeqing JiangJustin A. SirignanoPublished in: CoRR (2022)
Keyphrases
- partial differential equations
- reinforcement learning
- neural network
- network architecture
- function approximation
- numerical solution
- cooperative
- multi agent
- level set
- learning algorithm
- image processing
- machine learning
- image enhancement
- numerical methods
- anisotropic diffusion
- neural model
- associative memory
- image denoising
- state space
- learning rate
- action selection
- reinforcement learning algorithms
- linear programming