The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.
A Survey of Some Results in Stochastic Adaptive Control
Abstract
Some results in discrete-time stochastic adaptive control are surveyed. The survey divides itself into two parts—Bayesian and non-Bayesian adaptive control. In the former area, the problems of converting an incompletely observed system into a completely observed one, multi-armed bandit processes, Bayesian adaptive control of Markov chains and Bayesian adaptive control of linear systems are exposed and surveyed. In the latter area, non-Bayesian adaptive control of Markov chains and the self-tuning regulator are dealt with. Proofs are given, where appropriate, to illustrate the methods involved.
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Citations
Cites
Some aspects of the sequential design of experiments
Robbins, H. (1952) · Bulletin of the American Mathematical Society · doi:10.1090/s0002-9904-1952-09620-8 · Cited by 2,184
Optimal control of Markov processes with incomplete state information
Åström, K. J. (1965) · Journal of Mathematical Analysis and Applications · doi:10.1016/0022-247x(65)90154-x · Cited by 854
A two-armed bandit theory of market pricing
Rothschild, M. (1974) · Journal of Economic Theory · doi:10.1016/0022-0531(74)90066-0 · Cited by 618
Cited by
Reinforcement Learning: An Introduction
(2005) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.2004.842673 · Cited by 24,496
A cautionary perspective on cross-layer design
Kawadia, V., & Kumar, P. R. (2005) · IEEE Wireless Communications · doi:10.1109/mwc.2005.1404568 · Cited by 734
Self-citation
Metadata
- Authors
- Kumar, P. R.
- Venue
- SIAM Journal on Control and Optimization
- Published
- 1985-05
- Volume
- 23
- Issue
- 3
- Pages
- 329-380
- ISSN
- 0363-0129 (ISSN-L)
- 1095-7138
- OpenAlex
- W1982997797
- Cited by
- 217
- References
- 3
- FWCI
- 19.43
- Type
- journal article
- Language
- en
- Open access
- closed
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