Partially Observable Total-Cost Markov Decision Processes with Weakly Continuous Transition Probabilities

Mathematics of Operations Research ◽

10.1287/moor.2015.0746 ◽

2016 ◽

Vol 41 (2) ◽

pp. 656-681 ◽

Author(s):

Eugene A. Feinberg ◽

Pavlo O. Kasyanov ◽

Michael Z. Zgurovsky

Keyword(s):

Markov Decision Processes ◽

Transition Probabilities ◽

Decision Processes ◽

Continuous Transition ◽

Weakly Continuous ◽

Markov Decision ◽

Partially Observable

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On the vanishing discount factor approach for Markov decision processes with weakly continuous transition probabilities

Journal of Mathematical Analysis and Applications ◽

10.1016/j.jmaa.2015.02.007 ◽

2015 ◽

Vol 426 (2) ◽

pp. 978-985 ◽

Author(s):

Óscar Vega-Amaya

Keyword(s):

Markov Decision Processes ◽

Transition Probabilities ◽

Decision Processes ◽

Discount Factor ◽

Continuous Transition ◽

Weakly Continuous ◽

Markov Decision

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Average Cost Markov Decision Processes with Weakly Continuous Transition Probabilities

Mathematics of Operations Research ◽

10.1287/moor.1120.0555 ◽

2012 ◽

Vol 37 (4) ◽

pp. 591-607 ◽

Author(s):

Eugene A. Feinberg ◽

Pavlo O. Kasyanov ◽

Nina V. Zadoianchuk

Keyword(s):

Markov Decision Processes ◽

Average Cost ◽

Transition Probabilities ◽

Decision Processes ◽

Continuous Transition ◽

Weakly Continuous ◽

Markov Decision

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Optimality conditions for total-cost Partially Observable Markov Decision Processes

52nd IEEE Conference on Decision and Control ◽

10.1109/cdc.2013.6760790 ◽

2013 ◽

Author(s):

Eugene A. Feinberg ◽

Pavlo O. Kasyanov ◽

Michael Z. Zgurovsky

Keyword(s):

Optimality Conditions ◽

Markov Decision Processes ◽

Decision Processes ◽

Markov Decision ◽

Partially Observable Markov ◽

Partially Observable

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Robust analysis of discounted Markov decision processes with uncertain transition probabilities

Applied Mathematics-A Journal of Chinese Universities ◽

10.1007/s11766-020-3664-1 ◽

2020 ◽

Vol 35 (4) ◽

pp. 417-436

Author(s):

Zhen-kai Lou ◽

Fu-jun Hou ◽

Xu-ming Lou

Keyword(s):

Markov Decision Processes ◽

Transition Probabilities ◽

Decision Processes ◽

Robust Analysis ◽

Markov Decision

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Oracular Partially Observable Markov Decision Processes: A Very Special Case

Proceedings 2007 IEEE International Conference on Robotics and Automation ◽

10.1109/robot.2007.363691 ◽

2007 ◽

Author(s):

Nicholas Armstrong-Crews ◽

Manuela Veloso

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Markov Decision ◽

Partially Observable Markov ◽

Partially Observable ◽

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Active Chemical Sensing With Partially Observable Markov Decision Processes

10.1063/1.3156617 ◽

2009 ◽

Author(s):

Rakesh Gosangi ◽

Ricardo Gutierrez-Osuna ◽

Matteo Pardo ◽

Giorgio Sberveglieri

Keyword(s):

Markov Decision Processes ◽

Chemical Sensing ◽

Decision Processes ◽

Active Chemical ◽

Markov Decision ◽

Partially Observable Markov ◽

Partially Observable

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Scalable grid‐based approximation algorithms for partially observable Markov decision processes

Concurrency and Computation Practice and Experience ◽

10.1002/cpe.6743 ◽

2021 ◽

Author(s):

Can Kavaklioglu ◽

Mucahit Cevik

Keyword(s):

Approximation Algorithms ◽

Markov Decision Processes ◽

Decision Processes ◽

Markov Decision ◽

Partially Observable Markov ◽

Partially Observable ◽

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Quasi-Deterministic Partially Observable Markov Decision Processes

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-10677-4_27 ◽

2009 ◽

pp. 237-246 ◽

Author(s):

Camille Besse ◽

Brahim Chaib-draa

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Markov Decision ◽

Partially Observable Markov ◽

Partially Observable

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Partially Observable Markov Decision Processes

Universitext - Markov Decision Processes with Applications to Finance ◽

10.1007/978-3-642-18324-9_5 ◽

2011 ◽

pp. 147-174

Author(s):

Nicole Bäuerle ◽

Ulrich Rieder

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Markov Decision ◽

Partially Observable Markov ◽

Partially Observable

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A Continuous Internal-State Controller for Partially Observable Markov Decision Processes

Artificial Neural Networks - ICANN 2008 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-87536-9_41 ◽

2008 ◽

pp. 397-406

Author(s):

Yuki Taniguchi ◽

Takeshi Mori ◽

Shin Ishii

Keyword(s):

Markov Decision Processes ◽

Internal State ◽

Decision Processes ◽

State Controller ◽

Markov Decision ◽

Partially Observable Markov ◽

Partially Observable

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