Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning.
Ali TaghibakhshiScott P. MacLachlanLuke N. OlsonMatthew WestPublished in: NeurIPS (2021)
Keyphrases
- reinforcement learning
- global optimization
- multiscale
- image analysis
- optimization algorithm
- optimization process
- function approximation
- state space
- supervised learning
- optimization problems
- machine learning
- discrete optimization
- optimization model
- boundary conditions
- transfer learning
- multiresolution
- learning algorithm
- linear programming
- markov decision processes
- partial differential equations
- flow field
- optimization methods
- learning process
- optimal solution
- multi agent
- temporal difference
- neural network