{"product_id":"partially-observed-markov-decision-processes-filtering-learning-and-controlled-sensing-9781009449434","title":"Partially Observed Markov Decision Processes: Filtering, Learning and Controlled Sensing","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 651 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 05 June 2025\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Cambridge University Press\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis survey of formulation, algorithms, and structural results in POMDPs focuses on underlying concepts and connections to real-world applications in controlled sensing, keeping technical machinery to a minimum. The new edition includes inverse reinforcement learning, non-parametric Bayesian inference, variational Bayes and conformal prediction.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781009449434\u003cbr\u003e \u003cstrong\u003eEdition number\u003c\/strong\u003e: 2 Revised edition\u003c\/p\u003e","brand":"VikramKrishnamurthy","offers":[{"title":"Hardback","offer_id":47411187777786,"sku":"9781009449434","price":95.19,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/noimage_236c0e61-a726-401a-a70b-f3a1d107817f.png?v=1749939591","url":"https:\/\/shulphink.com\/products\/partially-observed-markov-decision-processes-filtering-learning-and-controlled-sensing-9781009449434","provider":"Shulph Ink","version":"1.0","type":"link"}