Data-Driven Methods for Markov Decision Problems with Parameter Uncertainty

Operations Research & Management Science in the Age of Analytics ◽

10.1287/educ.2019.0205 ◽

2019 ◽

pp. 101-129 ◽

Cited By ~ 1

Author(s):

Shie Mannor ◽

Huan Xu

Keyword(s):

Parameter Uncertainty ◽

Decision Problems ◽

Data Driven ◽

Markov Decision Problems ◽

Markov Decision

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Model Acquisition for Markov Decision Problems

10.21236/ada373795 ◽

1998 ◽

Author(s):

Thomas L. Dean

Keyword(s):

Decision Problems ◽

Model Acquisition ◽

Markov Decision Problems ◽

Markov Decision

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Model Acquisition for Markov Decision Problems

10.21236/ada380049 ◽

1998 ◽

Author(s):

Thomas Dean

Keyword(s):

Decision Problems ◽

Model Acquisition ◽

Markov Decision Problems ◽

Markov Decision

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Solving Uncertain Markov Decision Problems: An Interval-Based Method

Lecture Notes in Computer Science - Advances in Natural Computation ◽

10.1007/11881223_120 ◽

2006 ◽

pp. 948-957 ◽

Cited By ~ 2

Author(s):

Shulin Cui ◽

Jigui Sun ◽

Minghao Yin ◽

Shuai Lu

Keyword(s):

Decision Problems ◽

Markov Decision Problems ◽

Markov Decision

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Optimal control and optimal sensor activation for Markov decision problems with costly observations

2015 IEEE Conference on Control Applications (CCA) ◽

10.1109/cca.2015.7320814 ◽

2015 ◽

Cited By ~ 1

Author(s):

Rene K. Boel ◽

Jan H. van Schuppen

Keyword(s):

Optimal Control ◽

Decision Problems ◽

Markov Decision Problems ◽

Markov Decision ◽

Sensor Activation

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A simulation-based learning automata framework for solving semi-Markov decision problems under long-run average reward

IIE Transactions ◽

10.1080/07408170490438672 ◽

2004 ◽

Vol 36 (6) ◽

pp. 557-567 ◽

Cited By ~ 14

Author(s):

ABHIJIT GOSAVI ◽

TAPAS K. DAS ◽

SUDEEP SARKAR

Keyword(s):

Learning Automata ◽

Decision Problems ◽

Average Reward ◽

Markov Decision Problems ◽

Long Run ◽

Simulation Based ◽

Markov Decision ◽

Long Run Average Reward

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A reinforcement learning algorithm with fuzzy approximation for semi Markov decision problems

Journal of Intelligent & Fuzzy Systems ◽

10.3233/ifs-141460 ◽

2015 ◽

Vol 28 (4) ◽

pp. 1733-1744 ◽

Cited By ~ 1

Author(s):

Ufuk Kula ◽

Beyazıt Ocaktan

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Decision Problems ◽

Fuzzy Approximation ◽

Markov Decision Problems ◽

Markov Decision ◽

Reinforcement Learning Algorithm

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Infinite Horizon Markov Decision Problems

Optimized Response-Adaptive Clinical Trials ◽

10.1007/978-3-658-08344-1_3 ◽

2014 ◽

pp. 39-65

Author(s):

Thomas Ondra

Keyword(s):

Infinite Horizon ◽

Decision Problems ◽

Markov Decision Problems ◽

Markov Decision

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Finite Horizon Markov Decision Problems

Optimized Response-Adaptive Clinical Trials ◽

10.1007/978-3-658-08344-1_2 ◽

2014 ◽

pp. 19-37

Author(s):

Thomas Ondra

Keyword(s):

Finite Horizon ◽

Decision Problems ◽

Markov Decision Problems ◽

Markov Decision

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Optimization of Discounted Markov Decision Problems

Journal of the Operational Research Society ◽

10.1057/jors.1969.112 ◽

1969 ◽

Vol 20 (4) ◽

pp. 499-500 ◽

Cited By ~ 6

Author(s):

N. A. J. Hastings

Keyword(s):

Decision Problems ◽

Markov Decision Problems ◽

Markov Decision

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Generalized Value Bounds and Column Reduction in Finite Markov Decision Problems

Operations Research ◽

10.1287/opre.28.2.387 ◽

1980 ◽

Vol 28 (2) ◽

pp. 387-394 ◽

Cited By ~ 1

Author(s):

R. G. Vickson

Keyword(s):

Decision Problems ◽

Markov Decision Problems ◽

Markov Decision

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