{"product_id":"learning-automata-an-introduction-9780486498775","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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Dover Publications\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/19\/2012\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9780486498775\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 476\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.00lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.90h x 6.40w x 1.00d\u003c\/p\u003e","brand":"Kumpati S. Narendra, Mandayam A. L. Thathachar","offers":[{"title":"Default Title","offer_id":38212775018677,"sku":"9780486498775","price":21.21,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_dc3edf5e-600e-4673-b0c9-10e8e980c260.jpg?v=1610437296","url":"https:\/\/pastforward.org\/products\/learning-automata-an-introduction-9780486498775","provider":"Past Forward","version":"1.0","type":"link"}