Simulation-Based Algorithms for Markov Decision Processes /

Simulation-Based Algorithms for Markov Decision Processes /

Detalles Bibliográficos
Autores principales: Chang, Hyeong Soo. (Autor), Hu, Jiaqiao. (Autor), Fu, Michael C. (Autor), Marcus, Steven I. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: London : Springer London : Imprint: Springer, 2013.
Edición:2nd ed. 2013.
Colección:Communications and Control Engineering,
Materias:
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.
Tabla de Contenidos:
  • 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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