Self-Learning Control of Finite Markov Chains

Mapping Intimacies ◽

10.1201/9781482273274 ◽

2018 ◽

Author(s):

A.S. Poznyak ◽

Kaddour Najim ◽

E. Gomez-Ramirez

Keyword(s):

Markov Chains ◽

Learning Control ◽

Finite Markov Chains ◽

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Self-learning control of finite markov chains, by A. S. Poznyak, K. Najim and E. Gomez-Ramirez, Marcel Dekker, Inc., New York, 2000, 298pp, ISBN: 0-8247-9429-X

International Journal of Adaptive Control and Signal Processing ◽

10.1002/acs.782 ◽

2003 ◽

Vol 17 (10) ◽

pp. 801-803

Author(s):

Daniel W. Repperger

Keyword(s):

New York ◽

Markov Chains ◽

Learning Control ◽

Finite Markov Chains ◽

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Self-learning control of finite markov chains [Book Review]

IEEE Control Systems Magazine ◽

10.1109/mcs.2001.969137 ◽

2001 ◽

Vol 21 (6) ◽

pp. 75-76

Keyword(s):

Markov Chains ◽

Learning Control ◽

Finite Markov Chains ◽

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Self-learning control of finite Markov chains

10.1016/s0005-1098(02)00231-5 ◽

2003 ◽

Vol 39 (2) ◽

pp. 373-376

Author(s):

Benjamin Van Roy

Keyword(s):

Markov Chains ◽

Learning Control ◽

Finite Markov Chains ◽

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Learning control of finite Markov chains with periodically varying transition probabilities

10.1109/cdc.1990.203852 ◽

1990 ◽

Author(s):

M. Sato ◽

H. Takeda

Keyword(s):

Markov Chains ◽

Transition Probabilities ◽

Learning Control ◽

Finite Markov Chains

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Learning control of finite Markov chains with an explicit trade-off between estimation and control

IEEE Transactions on Systems Man and Cybernetics ◽

10.1109/21.21595 ◽

1988 ◽

Vol 18 (5) ◽

pp. 677-684 ◽

Author(s):

M. Sato ◽

K. Abe ◽

H. Takeda

Keyword(s):

Markov Chains ◽

Learning Control ◽

Trade Off ◽

Finite Markov Chains ◽

Estimation And Control ◽

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Self learning control of constrained Markov chains - a gradient approach

Proceedings of the 41st IEEE Conference on Decision and Control, 2002. ◽

10.1109/cdc.2002.1184811 ◽

2003 ◽

Author(s):

F.V. Abad ◽

V. Krishnamurthy ◽

K. Martin ◽

I. Baltcheva

Keyword(s):

Markov Chains ◽

Learning Control ◽

Self Learning ◽

Gradient Approach

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Learning control of finite Markov chains with unknown transition probabilities

IEEE Transactions on Automatic Control ◽

10.1109/tac.1982.1102893 ◽

1982 ◽

Vol 27 (2) ◽

pp. 502-505 ◽

Author(s):

M. Sato ◽

K. Abe ◽

H. Takeda

Keyword(s):

Markov Chains ◽

Transition Probabilities ◽

Learning Control ◽

Finite Markov Chains

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Learning Control of Finite Markov Chains

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)63619-x ◽

1981 ◽

Vol 14 (2) ◽

pp. 1047-1052

Author(s):

M. Sato ◽

K. Abe ◽

H. Takeda

Keyword(s):

Markov Chains ◽

Learning Control ◽

Finite Markov Chains

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Deep reinforcement learning enabled self-learning control for energy efficient driving

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2018.12.018 ◽

2019 ◽

Vol 99 ◽

pp. 67-81 ◽

Author(s):

Xuewei Qi ◽

Yadan Luo ◽

Guoyuan Wu ◽

Kanok Boriboonsomsin ◽

Matthew Barth

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Learning Control ◽

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Maximum asymptotic variance of sums of finite Markov chains

Statistics & Probability Letters ◽

10.1016/s0167-7152(01)00118-3 ◽

2001 ◽

Vol 54 (4) ◽

pp. 413-415 ◽

Author(s):

Carlos A. León

Keyword(s):

Markov Chains ◽

Asymptotic Variance ◽

Finite Markov Chains

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