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| 001 | 334601 | ||
| 003 | ES-MaUEC | ||
| 005 | 20230102114729.0 | ||
| 006 | a|||| o|||| |0| 0 | ||
| 007 | cr nn nnnaamaa | ||
| 008 | 210303s2021 gw a o |||| 0|eng d | ||
| 020 | _a9783658330347 | ||
| 024 | 7 |
_a10.1007/978-3-658-33034-7 _2doi |
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| 040 |
_aES-MaUEC _bspa _cES-MaUEC _dES-MaUEC |
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| 050 | 4 |
_aTJ216 _b2021 EB |
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| 100 | 1 |
_aHua, Changsheng _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9678619 |
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| 245 | 1 | 0 |
_aReinforcement learning aided performance optimization of feedback control systems _cby Changsheng Hua |
| 250 | _aFirst edition 2021 | ||
| 264 | 1 |
_aWiesbaden _bSpringer International Publising _c2021 |
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| 300 |
_a1 recurso en línea (XIX, 127 páginas) _b53 ilustraciones |
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| 336 |
_2rdacontent _aTexto _btxt |
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_2rdamedia _aelectrónico _bc |
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_2rdacarrier _arecurso electrónico _bcr |
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_atext file _bPDF _2rda |
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| 505 | 0 | _aIntroduction -- The basics of feedback control systems -- Reinforcement learning and feedback control -- Q-learning aided performance optimization of deterministic systems -- NAC aided performance optimization of stochastic systems -- Conclusion and future work. | |
| 520 | 3 | _aChangsheng Hua proposes two approaches, an input/output recovery approach and a performance index-based approach for robustness and performance optimization of feedback control systems. For their data-driven implementation in deterministic and stochastic systems, the author develops Q-learning and natural actor-critic (NAC) methods, respectively. Their effectiveness has been demonstrated by an experimental study on a brushless direct current motor test rig. The author: Changsheng Hua received the Ph.D. degree at the Institute of Automatic Control and Complex Systems (AKS), University of Duisburg-Essen, Germany, in 2020. His research interests include model-based and data-driven fault diagnosis and fault-tolerant techniques. | |
| 988 | _aSpringer_Computer_2021 | ||
| 650 | 7 |
_2embne _aSistemas de control por realimentación _9145605 |
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| 710 | 2 | _aSpringerLink | |
| 856 | 4 | 0 |
_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-658-33034-7 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid) |
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_2lcc _cLE |
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_b05/2021 _dz _eb _zSI |
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