Fast Global Convergence of Natural Policy Gradient Methods with Entropy Regularization.
Shicong CenChen ChengYuxin ChenYuting WeiYuejie ChiPublished in: Oper. Res. (2022)
Keyphrases
- global convergence
- convergence rate
- convergence speed
- convergence analysis
- global optimum
- policy gradient methods
- optimization methods
- convex minimization
- particle swarm
- natural actor critic
- optimization method
- hybrid algorithm
- step size
- artificial neural networks
- differential evolution
- particle swarm optimization algorithm
- optimal solution
- objective function
- neural network