Stochastic charging scheduling of a parking lot with wind power: a state‐aggregation method based on Markov decision processes

IET Generation Transmission & Distribution ◽

10.1049/gtd2.12210 ◽

2021 ◽

Author(s):

Fangzhu Ming ◽

Feng Gao ◽

Kun Liu ◽

Yuzhou Zhou

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Aggregation Method ◽

State Aggregation ◽

Parking Lot ◽

Markov Decision

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Charging Scheduling of Enterprise Private Parking-lot with Renewable Power: A simulation method based on Markov Decision Processes

2019 Chinese Control Conference (CCC) ◽

10.23919/chicc.2019.8866289 ◽

2019 ◽

Author(s):

Fangzhu Ming ◽

Feng Gao ◽

Kun Liu ◽

Zelin Nie

Keyword(s):

Markov Decision Processes ◽

Simulation Method ◽

Decision Processes ◽

Renewable Power ◽

Parking Lot ◽

Markov Decision

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Pseudometrics for State Aggregation in Average Reward Markov Decision Processes

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-540-75225-7_30 ◽

2007 ◽

pp. 373-387 ◽

Author(s):

Ronald Ortner

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Average Reward ◽

State Aggregation ◽

Markov Decision

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A learning algorithm for Markov decision processes with adaptive state aggregation

Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187) ◽

10.1109/cdc.2000.912220 ◽

2002 ◽

Author(s):

J.S. Baras ◽

V.S. Borkar

Keyword(s):

Markov Decision Processes ◽

Learning Algorithm ◽

Decision Processes ◽

State Aggregation ◽

Markov Decision

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State aggregation in Markov decision processes

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

10.1109/cdc.2002.1184960 ◽

2004 ◽

Author(s):

Zhiyuan Ren ◽

B.H. Krogh

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

State Aggregation ◽

Markov Decision

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Extreme state aggregation beyond Markov decision processes

Theoretical Computer Science ◽

10.1016/j.tcs.2016.07.032 ◽

2016 ◽

Vol 650 ◽

pp. 73-91 ◽

Author(s):

Marcus Hutter

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

State Aggregation ◽

Markov Decision ◽

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On State Aggregation to Approximate Complex Value Functions in Large-Scale Markov Decision Processes

IEEE Transactions on Automatic Control ◽

10.1109/tac.2010.2052697 ◽

2011 ◽

Vol 56 (2) ◽

pp. 333-344 ◽

Author(s):

Qing-Shan Jia

Keyword(s):

Markov Decision Processes ◽

Large Scale ◽

Decision Processes ◽

Value Functions ◽

State Aggregation ◽

Markov Decision

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Learning Control of Dynamical Systems Based on Markov Decision Processes: Research Frontiers and Outlooks

ACTA AUTOMATICA SINICA ◽

10.3724/sp.j.1004.2012.00673 ◽

2012 ◽

Vol 38 (5) ◽

pp. 673-687 ◽

Author(s):

Xin XU ◽

Dong SHEN ◽

Yan-Qing GAO ◽

Kai WANG

Keyword(s):

Dynamical Systems ◽

Markov Decision Processes ◽

Learning Control ◽

Decision Processes ◽

Markov Decision ◽

Research Frontiers

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A Framework for Modeling Bounded Rationality: Mis-Specified Bayesian-Markov Decision Processes

SSRN Electronic Journal ◽

10.2139/ssrn.2710475 ◽

2016 ◽

Author(s):

Ignacio Esponda ◽

Demian Pouzo

Keyword(s):

Bounded Rationality ◽

Markov Decision Processes ◽

Decision Processes ◽

Markov Decision

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A Vector Minimum Superharmonic Approach to Solving Infinite-Horizon Discounted Markov Decision Processes

Journal of the Operational Research Society ◽

10.1038/sj/jors/0431109 ◽

1992 ◽

Vol 43 (11) ◽

pp. 1095-1102

Author(s):

D J White

Keyword(s):

Markov Decision Processes ◽

Infinite Horizon ◽

Decision Processes ◽

Markov Decision

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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

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