Simulation-Based Algorithms for Markov Decision Processes /

Simulation-Based Algorithms for Markov Decision Processes /

Bibliographic Details
Main Authors: Chang, Hyeong Soo. (Author), Hu, Jiaqiao. (Author), Fu, Michael C. (Author), Marcus, Steven I. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: London : Springer London : Imprint: Springer, 2013.
Edition:2nd ed. 2013.
Series:Communications and Control Engineering,
Subjects:
Control engineering.
System theory.
Probabilities.
Operations research.
Management science.
Algorithms.
Decision making.
Control and Systems Theory.
Systems Theory, Control.
Probability Theory and Stochastic Processes.
Operations Research, Management Science.
Algorithm Analysis and Problem Complexity.
Operations Research/Decision Theory.
Table of Contents:
  • Markov Decision Processes
  • Multi-stage Adaptive Sampling Algorithms
  • Population-based Evolutionary Approaches
  • Model Reference Adaptive Search
  • On-line Control Methods via Simulation
  • Game-theoretic Methods via Simulation.

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