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Using mathematical programming to solve Factored Markov Decision Processes with Imprecise Probabilities

  • Published:2011-10 Issue:7 Volume:52 Page:1000-1017
  • ISSN:0888-613X
  • Container-title:International Journal of Approximate Reasoning
  • language:en
  • Short-container-title:International Journal of Approximate Reasoning

Author:

Delgado Karina Valdivia,de Barros Leliane Nunes,Cozman Fabio Gagliardi,Sanner Scott

Publisher

Elsevier BV

Subject

Applied Mathematics,Artificial Intelligence,Theoretical Computer Science,Software

Reference54 articles.

1. Markov Decision Processes;Puterman,1994

2. Decision-theoretic planning: structural assumptions and computational leverage;Boutilier;Journal of Artificial Intelligence Research,1999

3. Probabilistic Robotics;Thrun,2005

4. Dynamic Programming;Bellman,1957

5. C. Guestrin, Planning under uncertainty in complex structured environments, Ph.D. Thesis, Stanford University, Adviser – Daphne Koller, 2003.

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1. A survey of decision making and optimization under uncertainty;Annals of Operations Research;2019-10-25

2. Robust topological policy iteration for infinite horizon bounded Markov Decision Processes;International Journal of Approximate Reasoning;2019-02

3. Analysis of Markov Decision Processes Under Parameter Uncertainty;Computer Performance Engineering;2017

4. Robust probabilistic planning with ilao;Applied Intelligence;2016-04-15

5. B^2RTDP: An Efficient Solution for Bounded-Parameter Markov Decision Process;2014 Brazilian Conference on Intelligent Systems;2014-10
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