On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization.
Mudit GaurVaneet AggarwalMridul AgarwalPublished in: ICML (2023)
Keyphrases
- global convergence
- neural network
- fitted q iteration
- multi layer
- convergence analysis
- convergence speed
- convergence rate
- global optimum
- optimization methods
- single layer
- convex minimization
- coordinate ascent
- constrained optimization problems
- line search
- particle swarm
- back propagation
- globally convergent
- artificial neural networks
- neural nets
- reinforcement learning
- neural network model
- genetic algorithm
- multiresolution
- fuzzy logic
- newton method
- hidden layer
- artificial intelligence
- optimization problems
- search space
- feed forward
- simulated annealing
- particle swarm optimization
- genetic programming