{"product_id":"markov-decision-processes-and-stochastic-positional-games-von-dmitrii-lozovanu-und-stefan-wolfgang-pickl","title":"Markov Decision Processes and Stochastic Positional Games","description":"\n                                \n                \u003cp\u003eThis book presents recent findings and results concerning the solutions of especially finite state-space Markov decision problems and determining Nash equilibria for related stochastic games with average and total expected discounted reward payoffs. In addition, it focuses on a new class of stochastic games: stochastic positional games that extend and generalize the classic deterministic positional games. It presents new algorithmic results on the suitable implementation of quasi-monotonic programming techniques. Moreover, the book presents applications of positional games within a class of multi-objective discrete control problems and hierarchical control problems on networks.\u003c\/p\u003e\n                                \n                \u003cp\u003e \u003c\/p\u003e\n                                \n                \u003cp\u003eGiven its scope, the book will benefit all researchers and graduate students who are interested in Markov theory, control theory, optimization and games.\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031401794\"\u003e\u003ch3\u003eOptimal Control on Complex Networks\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031401824\"\u003e\u003ch3\u003eOptimal Control on Complex Networks\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783031401794","offer_id":47525004902725,"sku":"9783031401794","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783031401824","offer_id":53990339412293,"sku":"9783031401824","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/15ba41eb-8acc-4aa3-a85c-869f41c4bab6.jpg?v=1774674586","url":"https:\/\/shop.autorenwelt.de\/en\/products\/markov-decision-processes-and-stochastic-positional-games-von-dmitrii-lozovanu-und-stefan-wolfgang-pickl","provider":"Autorenwelt Shop","version":"1.0","type":"link"}