On Convergence and Rate of Convergence of Policy Improvement Algorithms.
Jin MaGaozhan WangJianfeng ZhangPublished in: CoRR (2024)
Keyphrases
- global convergence
- convergence rate
- computationally efficient
- rapid convergence
- significant improvement
- iterative algorithms
- convergence property
- learning algorithm
- stochastic approximation
- theoretical analysis
- computational cost
- computational complexity
- orders of magnitude
- optimization methods
- quasi newton
- neural network
- benchmark datasets
- computational efficiency
- convergence speed
- optimization problems
- theoretical justification
- image segmentation