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Markov decision process
Known as:
Value iteration
, Policy iteration
, Markov decision problems
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Markov decision processes (MDPs) provide a mathematical framework for modeling decision making in situations where outcomes are partly random and…
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Related topics
Related topics
49 relations
Apprenticeship learning
Artificial neural network
Automatic control
Backward induction
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Broader (2)
Dynamic programming
Stochastic control
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
Markov Decision Processes With Their Applications
S. Thalberg
2016
Corpus ID: 64063538
Thank you very much for downloading markov decision processes with their applications. Maybe you have knowledge that, people have…
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2012
2012
Computing Game Metrics on Markov Decision Processes
Hongfei Fu
International Colloquium on Automata, Languages…
2012
Corpus ID: 11528801
In this paper we study the complexity of computing the game bisimulation metric defined by de Alfaro et al. on Markov Decision…
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2008
2008
Hybrid ARQ-random network coding for wireless media streaming
Dong Nguyen
,
Tuan Tran
,
Thinh P. Q. Nguyen
,
B. Bose
Second International Conference on Communications…
2008
Corpus ID: 2099460
This paper proposes hybrid ARQ-random network coding frameworks for real-time media broadcast over single-hop wireless networks…
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Highly Cited
2003
Highly Cited
2003
Dynamic Programming and Time-Varying Delay Systems
B. Lincoln
2003
Corpus ID: 60337047
This thesis is divided into two separate parts. The first part is about Dynamic Programming for non-trivial optimal control…
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2003
2003
Markov decision processes with fuzzy rewards
M. Kurano
,
M. Yasuda
,
J. Nakagami
,
Yuji Yoshida
2003
Corpus ID: 9228601
In this paper, we consider the model that the information on the rewards in vector-valued Markov decision processes includes…
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2002
2002
First-Order Markov Decision Processes
Matthew Greig mgreig
2002
Corpus ID: 17143749
Markov Decision Processes (MDPs) [7] have developed lately as a standard method for representing uncertainty in decision…
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1997
1997
Encyclopaedia of Complexity Results for Finite-Horizon Markov Decision Process Problems
M. Mundhenk
,
J. Goldsmith
,
Christopher Lusena
,
Eric Allender
1997
Corpus ID: 15520238
The computational complexity of finite horizon policy evaluation and policy existence problems are studied for several policy…
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1986
1986
Markov decision drift processes
F. D. D. Schouten
1986
Corpus ID: 124922742
In Markov decision theory we distinguish (a) discrete-time Markov decision processes (b) semi-Markov decision…
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1984
1984
Successive Approximation Methods for Solving Nested Functional Equations in Markov Decision Problems
A. Federgruen
,
P. Schweitzer
Mathematics of Operations Research
1984
Corpus ID: 36038910
This paper presents a successive approximation method for solving systems of nested functional equations which arise, e.g., when…
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1969
1969
Perturbation Theory and Undiscounted Markov Renewal Programming
P. Schweitzer
Operational Research
1969
Corpus ID: 35962482
A recently-developed perturbation formalism for finite Markov chains is used here to analyze the policy iteration algorithm for…
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