Dynamic Programming and Optimal Control, Two Volume Set
Dynamic Programming and Optimal Control, Two Volume Set
Markov Decision Processes: Discrete Stochastic Dynamic Programming
Markov Decision Processes: Discrete Stochastic Dynamic Programming
The Relations Among Potentials, Perturbation Analysis,and Markov Decision Processes
Discrete Event Dynamic Systems
From Perturbation Analysis to Markov Decision Processes and Reinforcement Learning
Discrete Event Dynamic Systems
Approximate Gradient Methods in Policy-Space Optimization of Markov Reward Processes
Discrete Event Dynamic Systems
CONVERGENCE OF SIMULATION-BASED POLICY ITERATION
Probability in the Engineering and Informational Sciences
Basic Ideas for Event-Based Optimization of Markov Systems
Discrete Event Dynamic Systems
The optimal robust control policy for uncertain semi-Markov control processes
International Journal of Systems Science
Brief paper: Policy iteration based feedback control
Automatica (Journal of IFAC)
Error bounds of optimization algorithms for semi-Markov decision processes
International Journal of Systems Science
Application of RBF Neural Network to Simplify the Potential Based Optimization
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
A time aggregation approach to Markov decision processes
Automatica (Journal of IFAC)
| Hi-index | 22.15 |
We propose a simple approach that provides a unified formulation for the performance sensitivity analysis of Markov chains and Markov decision problems with both infinite horizon average-cost and discounted performance criteria.