{"product_id":"9780486268460","title":"Learning Automata: An Introduction","description":"\u003cp\u003eThis self-contained introductory text on the behavior of learning automata focuses on how a sequential decision-maker with a finite number of choices responds in a random environment. Topics include fixed structure automata, variable structure stochastic automata, convergence, 0 and \u003ci\u003eS \u003c\/i\u003emodels, nonstationary environments, interconnected automata and games, and applications of learning automata. A must for all students of stochastic algorithms, this treatment is the work of two well-known scientists and is suitable for a one-semester graduate course in automata theory and stochastic algorithms. This volume also provides a fine guide for independent study and a reference for students and professionals in operations research, computer science, artificial intelligence, and robotics. The authors have provided a new preface for this edition.  \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Dover Publications","offers":[{"title":"Default Title","offer_id":47119998320880,"sku":"9780486268460","price":24.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780486268460_p0.jpg?v=1763708527","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780486268460","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}