Автор: Alireza Rezvanian, Ali Mohammad Saghiri, Seyed Mehdi Vahidipour Название: Recent Advances in Learning Automata Издательство: Springer Год: 2018 ISBN: 9783319724270 Серия: Studies in Computational Intelligence (Book 754) Язык: English Формат: pdf, epub Размер: 25,6 mb Страниц: 458
Learning automata (LAs) have proven to be effective decision-making agents, especially within unknown stochastic environments. The book starts with a brief explanation of LAs and their baseline variations. It subsequently introduces readers to a number of recently developed, complex structures used to supplement LAs, and describes their steady-state behaviors. These complex structures have been developed because, by design, LAs are simple units used to perform simple tasks; their full potential can only be tapped when several interconnected LAs cooperate to produce a group synergy.
In turn, the next part of the book highlights a range of LA-based applications in diverse computer science domains, from wireless sensor networks, to peer-to-peer networks, to complex social networks, and finally to Petri nets. The book accompanies the reader on a comprehensive journey, starting from basic concepts, continuing to recent theoretical findings, and ending in the applications of LAs in problems from numerous research domains. As such, the book offers a valuable resource for all computer engineers, scientists, and students, especially those whose work involves the reinforcement learning and artificial intelligence domains.
Making Moving Toys and Automata Название: Making Moving Toys and Automata Автор: Robert Race Издательство: Crowood Год: 2018 Формат: epub Страниц: 96 Размер: 33.2 Mb Язык: English ...
Natural Computing for Unsupervised Learning Название: Natural Computing for Unsupervised Learning Автор: Xiangtao Li Издательство: Springer Год: 2019 Страниц: 273 Формат: PDF, EPUB Размер: 31...
Theory of Reversible Computing Название: Theory of Reversible Computing Автор: Kenichi Morita Издательство: Springer Год: 2017 Формат: PDF Размер: 8 Мб Язык: английский / English ...
Making Simple Automata Название: Making Simple Automata Издательство: Crowood Press Автор: Robert Race Год:2014 Количество страниц:96 Язык: English Формат: pdf, epub ...
Информация
Посетители, находящиеся в группе Гости, не могут оставлять комментарии к данной публикации.
Навигация
Вход на сайт
Реклама
Recent Advances in Learning Automata 
