{"product_id":"partially-observed-markov-decision-processes-cambridge-university-press-9781009449434-filtering-learning-and-controlled-sensing-vikram-krishnamurthy","title":"Partially Observed Markov Decision Processes","description":"\u003cp\u003eDiscover the intricacies of decision-making under uncertainty with \u003cstrong\u003ePartially Observed Markov Decision Processes\u003c\/strong\u003e by \u003cstrong\u003eVikram Krishnamurthy\u003c\/strong\u003e. Published by \u003cstrong\u003eCambridge University Press\u003c\/strong\u003e in 2025, this comprehensive second revised edition spans \u003cstrong\u003e651 pages\u003c\/strong\u003e and offers a thorough exploration of formulation, algorithms, and structural results in Partially Observed Markov Decision Processes (POMDPs).\u003c\/p\u003e \n\n\u003cp\u003eKrishnamurthy expertly focuses on the fundamental concepts while connecting them to real-world applications in controlled sensing, ensuring that technical jargon is kept to a minimum. This updated edition introduces key topics such as inverse reinforcement learning, non-parametric Bayesian inference, variational Bayes, and conformal prediction, making it an essential resource for researchers and practitioners alike. Enhance your understanding of POMDPs and their applications by adding this insightful book to your collection today!\u003c\/p\u003e","brand":"Vikram Krishnamurthy","offers":[{"title":"Default Title","offer_id":52259715383638,"sku":"9781009449434","price":121.24,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0886\/3206\/6390\/files\/9781009449434.jpg?v=1767790326","url":"https:\/\/www.bookshop.lv\/products\/partially-observed-markov-decision-processes-cambridge-university-press-9781009449434-filtering-learning-and-controlled-sensing-vikram-krishnamurthy","provider":"Bookshop","version":"1.0","type":"link"}