The DOI matches its Crossref record.
A Survey of Applications of Markov Decision Processes
Abstract
A collection of papers on the application of Markov decision processes is surveyed and classified according to the use of real life data, structural results and special computational schemes. Observations are made about various features of the applications.
Overview
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Citations
Cited by
Natural actor–critic algorithms
Bhatnagar, S., Sutton, R. S., Ghavamzadeh, M., & Lee, M. (2009) · Automatica · doi:10.1016/j.automatica.2009.07.008 · Cited by 559
Machine Learning Methods for Small Data Challenges in Molecular Science
Dou, B., Zhu, Z., Merkurjev, E., Ke, L., Chen, L., Jiang, J., Zhu, Y., Liu, J., Zhang, B., & Wei, G.-W. (2023) · Chemical Reviews · doi:10.1021/acs.chemrev.3c00189 · Cited by 499
A Survey of Statistical Model Checking
Agha, G., & Palmskog, K. (2018) · ACM Transactions on Modeling and Computer Simulation · doi:10.1145/3158668 · Cited by 285
Markov decision processes with delays and asynchronous cost collection
Katsikopoulos, K. V., & Engelbrecht, S. E. (2003) · IEEE Transactions on Automatic Control · doi:10.1109/tac.2003.809799 · Cited by 129
Contextual Markov Decision Processes
Hallak, A., Di Castro, D., & Mannor, S. (2015) · arXiv · doi:10.48550/arxiv.1502.02259 · Cited by 65
Metadata
- Authors
- White, D. J.
- Venue
- Journal of the Operational Research Society
- Publisher
- Informa UK Limited
- Published
- 1993-11
- Volume
- 44
- Issue
- 11
- Pages
- 1073-1096
- ISSN
- 0160-5682 (ISSN-L)
- 1476-9360
- OpenAlex
- W1978942630
- Cited by
- 208
- References
- 0
- FWCI
- 1.51
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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How to cite
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- CoChat. (2026). Citation check: A Survey of Applications of Markov Decision Processes. https://app.cochat.ai/papers/10.1057/jors.1993.181
- The paper
- White, D. J. (1993). A Survey of Applications of Markov Decision Processes. Journal of the Operational Research Society. https://doi.org/10.1057/jors.1993.181
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
