Data-Driven Methods for Markov Decision Problems with Parameter Uncertainty

2019 ◽  
pp. 101-129 ◽  
Author(s):  
Shie Mannor ◽  
Huan Xu
Keyword(s):  
Parameter Uncertainty ◽  
Decision Problems ◽  
Data Driven ◽  
Markov Decision Problems ◽  
Markov Decision

Model Acquisition for Markov Decision Problems

1998 ◽  
Author(s):  
Thomas L. Dean
Keyword(s):  
Decision Problems ◽  
Model Acquisition ◽  
Markov Decision Problems ◽  
Markov Decision

Model Acquisition for Markov Decision Problems

1998 ◽  
Author(s):  
Thomas Dean
Keyword(s):  
Decision Problems ◽  
Model Acquisition ◽  
Markov Decision Problems ◽  
Markov Decision

Solving Uncertain Markov Decision Problems: An Interval-Based Method

2006 ◽  
pp. 948-957 ◽  
Author(s):  
Shulin Cui ◽  
Jigui Sun ◽  
Minghao Yin ◽  
Shuai Lu
Keyword(s):  
Decision Problems ◽  
Markov Decision Problems ◽  
Markov Decision

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

2004 ◽  
Vol 36 (6) ◽  
pp. 557-567 ◽  
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

Optimization of Discounted Markov Decision Problems

1969 ◽  
Vol 20 (4) ◽  
pp. 499-500 ◽  
Author(s):  
N. A. J. Hastings
Keyword(s):  
Decision Problems ◽  
Markov Decision Problems ◽  
Markov Decision

Generalized Value Bounds and Column Reduction in Finite Markov Decision Problems

1980 ◽  
Vol 28 (2) ◽  
pp. 387-394 ◽  
Author(s):  
R. G. Vickson
Keyword(s):  
Decision Problems ◽  
Markov Decision Problems ◽  
Markov Decision
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