Constrained Markov Decision Processes with Expected Total Reward Criteria

Anna Jaśkiewicz; Andrzej S. Nowak

doi:10.1137/19m1254829

Constrained Markov Decision Processes with Expected Total Reward Criteria

SIAM Journal on Control and Optimization ◽

10.1137/19m1254829 ◽

2019 ◽

Vol 57 (5) ◽

pp. 3118-3136 ◽

Cited By ~ 1

Author(s):

Anna Jaśkiewicz ◽

Andrzej S. Nowak

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Total Reward ◽

Constrained Markov Decision Processes ◽

Markov Decision

A Convex Programming Approach for Discrete-Time Markov Decision Processes under the Expected Total Reward Criterion

SIAM Journal on Control and Optimization ◽

10.1137/19m1255811 ◽

2020 ◽

Vol 58 (4) ◽

pp. 2535-2566

Author(s):

François Dufour ◽

Alexandre Genadot

Keyword(s):

Convex Programming ◽

Markov Decision Processes ◽

Discrete Time ◽

Decision Processes ◽

Programming Approach ◽

Total Reward ◽

Markov Decision ◽

Reward Criterion

Markov Decision Processes and the Total Reward Criterion

Lecture Notes in Economics and Mathematical Systems - Risk-Averse Capacity Control in Revenue Management ◽

10.1007/978-3-540-73014-9_2 ◽

2007 ◽

pp. 19-27

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Total Reward ◽

Markov Decision ◽

Reward Criterion

Automatic First Break Picking Method Based on Constrained Markov Decision Processes(CMDPs)

10.3997/2214-4609.202011474 ◽

2020 ◽

Author(s):

F. Luo ◽

B. Feng ◽

H. Wang

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Constrained Markov Decision Processes ◽

Markov Decision

Safe Q-Learning Method Based on Constrained Markov Decision Processes

IEEE Access ◽

10.1109/access.2019.2952651 ◽

2019 ◽

Vol 7 ◽

pp. 165007-165017 ◽

Cited By ~ 2

Author(s):

Yangyang Ge ◽

Fei Zhu ◽

Xinghong Ling ◽

Quan Liu

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Learning Method ◽

Q Learning ◽

Constrained Markov Decision Processes ◽

Markov Decision

Entropy Maximization for Constrained Markov Decision Processes

2018 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton) ◽

10.1109/allerton.2018.8636066 ◽

2018 ◽

Cited By ~ 2

Author(s):

Yagiz Savas ◽

Melkior Ornik ◽

Murat Cubuktepe ◽

Ufuk Topcu

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Entropy Maximization ◽

Constrained Markov Decision Processes ◽

Markov Decision

Strict-sense constrained Markov decision processes

2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583) ◽

10.1109/icsmc.2004.1398296 ◽

2005 ◽

Author(s):

Shun-Pin Hsu ◽

A. Arapostathis

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Strict Sense ◽

Constrained Markov Decision Processes ◽

Markov Decision

Weakly Coupled Constrained Markov Decision Processes in Borel Spaces

2020 American Control Conference (ACC) ◽

10.23919/acc45564.2020.9147627 ◽

2020 ◽

Author(s):

Mukul Gagrani ◽

Ashutosh Nayyar

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Weakly Coupled ◽

Constrained Markov Decision Processes ◽

Markov Decision

Constrained Markov decision processes with total cost criteria: Lagrangian approach and dual linear program

Mathematical Methods of Operations Research ◽

10.1007/s001860050035 ◽

1998 ◽

Vol 48 (3) ◽

pp. 387-417 ◽

Cited By ~ 6

Author(s):

Eitan Altman

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Linear Program ◽

Lagrangian Approach ◽

Total Cost ◽

Constrained Markov Decision Processes ◽

Markov Decision

Non-randomized control of constrained Markov decision processes

2006 American Control Conference ◽

10.1109/acc.2006.1656446 ◽

2006 ◽

Author(s):

R.C. Chen ◽

E.A. Feinberg

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Constrained Markov Decision Processes ◽

Markov Decision ◽

Randomized Control

A novel Q-learning algorithm with function approximation for constrained Markov decision processes

2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) ◽

10.1109/allerton.2012.6483246 ◽

2012 ◽

Cited By ~ 3

Author(s):

K. Lakshmanan ◽

Shalabh Bhatnagar

Keyword(s):

Markov Decision Processes ◽

Function Approximation ◽

Learning Algorithm ◽

Decision Processes ◽

Q Learning ◽

Constrained Markov Decision Processes ◽

Markov Decision