On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization.
Mudit GaurVaneet AggarwalMridul AgarwalPublished in: CoRR (2022)
Keyphrases
- global convergence
- neural network
- fitted q iteration
- multi layer
- global optimum
- convergence rate
- convergence analysis
- convergence speed
- optimization methods
- single layer
- convex minimization
- constrained optimization problems
- coordinate ascent
- reinforcement learning
- line search
- neural nets
- genetic algorithm
- neural network model
- particle swarm
- artificial neural networks
- fuzzy logic
- newton method
- globally convergent
- objective function
- particle swarm optimization algorithm
- hybrid algorithm
- radial basis function
- optimization method
- back propagation
- particle swarm optimization
- multiresolution