A nonlinear programming model for partially observable Markov decision processes: Finite horizon case

European Journal of Operational Research ◽

10.1016/0377-2217(94)00091-p ◽

1995 ◽

Vol 86 (3) ◽

pp. 549-564 ◽

Author(s):

Yasemin Serin

Keyword(s):

Nonlinear Programming ◽

Markov Decision Processes ◽

Programming Model ◽

Decision Processes ◽

Finite Horizon ◽

Markov Decision ◽

Nonlinear Programming Model ◽

Partially Observable Markov ◽

Partially Observable ◽

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A Corrected And Improved Computational Scheme For Finite Horizon Partially Observable Markov Decision Processes

INFOR Information Systems and Operational Research ◽

10.1080/03155986.1991.11732169 ◽

1991 ◽

Vol 29 (3) ◽

pp. 206-212

Author(s):

Sraban Mukherjee ◽

Kiran Seth

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Finite Horizon ◽

Computational Scheme ◽

Markov Decision ◽

Partially Observable Markov ◽

Partially Observable

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The complexity of policy evaluation for finite-horizon partially-observable Markov decision processes

Mathematical Foundations of Computer Science 1997 - Lecture Notes in Computer Science ◽

10.1007/bfb0029956 ◽

1997 ◽

pp. 129-138 ◽

Author(s):

Martin Mundhenk ◽

Judy Goldsmith ◽

Eric Allender

Keyword(s):

Markov Decision Processes ◽

Policy Evaluation ◽

Decision Processes ◽

Finite Horizon ◽

Markov Decision ◽

Partially Observable Markov ◽

Partially Observable

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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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Markov decision processes with restricted observations: Finite horizon case

Naval Research Logistics (NRL) ◽

10.1002/(sici)1520-6750(199708)44:5<439::aid-nav3>3.0.co;2-5 ◽

1997 ◽

Vol 44 (5) ◽

pp. 439-456 ◽

Author(s):

Yasemin Serin ◽

Zeynep Muge Avsar

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Finite Horizon ◽

Markov Decision ◽

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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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Monotonicity properties for two-action partially observable Markov decision processes on partially ordered spaces

European Journal of Operational Research ◽

10.1016/j.ejor.2019.10.003 ◽

2020 ◽

Vol 282 (3) ◽

pp. 936-944

Author(s):

Erik Miehling ◽

Demosthenis Teneketzis

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Partially Ordered ◽

Monotonicity Properties ◽

Markov Decision ◽

Partially Observable Markov ◽

Partially Observable ◽

Partially Ordered Spaces

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