Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: I - The Ergodic Case.
René CarmonaMathieu LaurièrePublished in: CoRR (2019)
Keyphrases
- machine learning algorithms
- numerical solution
- convergence analysis
- learning algorithm
- machine learning
- decision trees
- partial differential equations
- global convergence
- learning problems
- learning tasks
- differential equations
- finite element
- optimality conditions
- learning models
- game theory
- radial basis function
- evolutionary algorithm
- exact solution
- image processing
- approximation methods
- markov random field