Partial-Information State-Based Optimization of Partially Observable Markov Decision Processes and the Separation Principle
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: 2014DOI: 10.1109/TAC.2013.2293397
Keyword(s): Markov processes,decision theory,iterative methods,optimisation,statistical analysis,HJB-type optimality equation,POMDP,Q-sufficient statistics,discrete event dynamic systems,information history,long-run average performance,partial-information state-based optimization approach,partially observable Markov decision processes,policy iteration,separation principle,single-policy based comparison principle,Equations,History,Markov processes,Mathematical model,Optimization,Probabil
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Partial-Information State-Based Optimization of Partially Observable Markov Decision Processes and the Separation Principle
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| contributor author | Xi-Ren Cao | |
| contributor author | De-Xin Wang | |
| contributor author | Li Qiu | |
| date accessioned | 2020-03-12T18:42:53Z | |
| date available | 2020-03-12T18:42:53Z | |
| date issued | 2014 | |
| identifier issn | 0018-9286 | |
| identifier other | 6725632.pdf | |
| identifier uri | http://libsearch.um.ac.ir:80/fum/handle/fum/967853 | |
| format | general | |
| language | English | |
| publisher | IEEE | |
| title | Partial-Information State-Based Optimization of Partially Observable Markov Decision Processes and the Separation Principle | |
| type | Journal Paper | |
| contenttype | Metadata Only | |
| identifier padid | 8001890 | |
| subject keywords | Markov processes | |
| subject keywords | decision theory | |
| subject keywords | iterative methods | |
| subject keywords | optimisation | |
| subject keywords | statistical analysis | |
| subject keywords | HJB-type optimality equation | |
| subject keywords | POMDP | |
| subject keywords | Q-sufficient statistics | |
| subject keywords | discrete event dynamic systems | |
| subject keywords | information history | |
| subject keywords | long-run average performance | |
| subject keywords | partial-information state-based optimization approach | |
| subject keywords | partially observable Markov decision processes | |
| subject keywords | policy iteration | |
| subject keywords | separation principle | |
| subject keywords | single-policy based comparison principle | |
| subject keywords | Equations | |
| subject keywords | History | |
| subject keywords | Markov processes | |
| subject keywords | Mathematical model | |
| subject keywords | Optimization | |
| subject keywords | Probabil | |
| identifier doi | 10.1109/TAC.2013.2293397 | |
| journal title | Automatic Control, IEEE Transactions on | |
| journal volume | 59 | |
| journal issue | 4 | |
| filesize | 957313 | |
| citations | 0 |