02659nam 2200661Ia 450 991014469320332120240830163415.01-118-62587-01-282-30778-997866123077820-470-31688-80-470-31772-8(CKB)1000000000687566(EBL)469821(OCoLC)460049683(SSID)ssj0000663404(PQKBManifestationID)12259030(PQKBTitleCode)TC0000663404(PQKBWorkID)10602528(PQKB)10334205(SSID)ssj0000340158(PQKBManifestationID)11947660(PQKBTitleCode)TC0000340158(PQKBWorkID)10365229(PQKB)10558893(MiAaPQ)EBC469821(PPN)152387137(EXLCZ)99100000000068756619930421d2005 uy 0engur|n|---|||||txtrdacontentcrdamediacrrdacarrierMarkov decision processes discrete stochastic dynamic programming /Martin L. PutermanNew York :John Wiley & Sons,2005.1 online resource (680 pages)Wiley series in probability and mathematical statistics. Applied probability and statistics sectionDescription based upon print version of record.0-471-72782-2 0-471-61977-9 Includes bibliographical references and index.1. Introduction -- 2. Model Formulation -- 3. Examples -- 4. Finite-Horizon Markov Decision Processes -- 5. Infinite-Horizon Models: Foundations -- 6. Discounted Markov Decision Problems -- 7. The Expected Total-Reward Criterion -- 8. Average Reward and Related Criteria -- 9. The Average Reward Criterion-Multichain and Communicating Models -- 10. Sensitive Discount Optimality -- 11. Continuous-Time Models -- Appendix A. Markov Chains -- Appendix B. Semicontinuous Functions -- Appendix C. Normed Linear Spaces -- Appendix D. Linear Programming.Wiley series in probability and mathematical statistics.Applied probability and statistics.Dynamic programmingMarkov processesStatistical decisionDynamic programming.Markov processes.Statistical decision.Puterman Martin L.622805MiAaPQMiAaPQMiAaPQBOOK9910144693203321Markov decision processes1093341UNINA