LEADER 02659nam 2200661Ia 450 001 9910144693203321 005 20240830163415.0 010 $a1-118-62587-0 010 $a1-282-30778-9 010 $a9786612307782 010 $a0-470-31688-8 010 $a0-470-31772-8 035 $a(CKB)1000000000687566 035 $a(EBL)469821 035 $a(OCoLC)460049683 035 $a(SSID)ssj0000663404 035 $a(PQKBManifestationID)12259030 035 $a(PQKBTitleCode)TC0000663404 035 $a(PQKBWorkID)10602528 035 $a(PQKB)10334205 035 $a(SSID)ssj0000340158 035 $a(PQKBManifestationID)11947660 035 $a(PQKBTitleCode)TC0000340158 035 $a(PQKBWorkID)10365229 035 $a(PQKB)10558893 035 $a(MiAaPQ)EBC469821 035 $a(PPN)152387137 035 $a(EXLCZ)991000000000687566 100 $a19930421d2005 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMarkov decision processes $ediscrete stochastic dynamic programming /$fMartin L. Puterman 210 1$aNew York :$cJohn Wiley & Sons,$d2005. 215 $a1 online resource (680 pages) 225 1 $aWiley series in probability and mathematical statistics. Applied probability and statistics section 300 $aDescription based upon print version of record. 311 $a0-471-72782-2 311 $a0-471-61977-9 320 $aIncludes bibliographical references and index. 327 $a1. Introduction -- 2. Model Formulation -- 3. Examples -- 4. Finite-Horizon Markov Decision Processes -- 5. Infinite-Horizon Models: Foundations -- 6. Discounted Markov Decision Problems -- 7. The Expected Total-Reward Criterion -- 8. Average Reward and Related Criteria -- 9. The Average Reward Criterion-Multichain and Communicating Models -- 10. Sensitive Discount Optimality -- 11. Continuous-Time Models -- Appendix A. Markov Chains -- Appendix B. Semicontinuous Functions -- Appendix C. Normed Linear Spaces -- Appendix D. Linear Programming. 410 0$aWiley series in probability and mathematical statistics.$pApplied probability and statistics. 606 $aDynamic programming 606 $aMarkov processes 606 $aStatistical decision 615 0$aDynamic programming. 615 0$aMarkov processes. 615 0$aStatistical decision. 700 $aPuterman$b Martin L.$0622805 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910144693203321 996 $aMarkov decision processes$91093341 997 $aUNINA