Reinforcement Learning Based Algorithms for Average Cost Markov Decision Processes-Reference-Cited by-同舟云学术

Reinforcement Learning Based Algorithms for Average Cost Markov Decision Processes

Published:2007-01-04 Issue:1 Volume:17 Page:23-52
ISSN:0924-6703
Container-title:Discrete Event Dynamic Systems
language:en
Short-container-title:Discrete Event Dyn Syst

Author:

Abdulla Mohammed Shahid,Bhatnagar Shalabh

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering,Modeling and Simulation,Control and Systems Engineering

Link

http://link.springer.com/content/pdf/10.1007/s10626-006-0003-y.pdf

Reference26 articles.

1. Altman E (2001) Applications of Markov decision processes in communication networks. A survey. In: Feinberg E, Shwartz A (eds) Handbook of Markov Decision Processes Methods and Applications. Kluwer, Dordrecht

2. Bertsekas DP (1976) Dynamic programming and stochastic control. Academic Press, New York

3. Bertsekas DP, Tsitsiklis JN (1996) Neuro-dynamic programming. Belmont MA: Athena Scientific

4. Bhatnagar S (2005) Adaptive multivariate three-timescale stochastic approximation algorithms for simulation based optimization. ACM Transactions on Modeling and Computer Simulation 15(1):74–107

5. Bhatnagar S, Abdulla MS (2005) Reinforcement Learning Based Algorithms for Finite Horizon Markov Decision Processes (submitted)

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