{"id":423,"date":"2019-10-03T00:31:29","date_gmt":"2019-10-02T21:31:29","guid":{"rendered":"http:\/\/artificialbrain.xyz\/?p=423"},"modified":"2020-01-26T15:19:01","modified_gmt":"2020-01-26T12:19:01","slug":"artificial-intelligence-a-modern-approach","status":"publish","type":"post","link":"https:\/\/www.newworldai.com\/artificial-intelligence-a-modern-approach\/","title":{"rendered":"Artificial Intelligence- A Modern Approach"},"content":{"rendered":"<h2 style=\"text-align: left;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 18pt;\"><strong>Artificial Intelligence: A Modern Approach (AIMA)<\/strong> is a university textbook on artificial intelligence, written by <strong>Stuart J. Russell<\/strong> and <strong>Peter Norvig<\/strong>.<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\">Artificial Intelligence: A Modern Approach (AIMA) is a university textbook on artificial intelligence, written by Stuart J. Russell and Peter Norvig. The third edition of the book was released 11 December 2009. It is used in over 1100 universities worldwide and has been called &#8220;the most popular artificial intelligence textbook in the world&#8221;.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\">The book is intended for an undergraduate audience but can also be used for graduate-level studies with the suggestion of adding some of the primary sources listed in the extensive bibliography.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\"><strong>Artificial Intelligence: A Modern Approach<\/strong> is divided into seven parts with a total of 27 chapters. The authors state that it is a large text which would take two semesters to cover all the chapters and projects.<\/span><\/p>\n<p style=\"text-align: justify;\"><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/tjrZQIcU4aQ\" width=\"760\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\"><strong>\u2022 Part I: Artificial Intelligence<\/strong> &#8211; Sets the stage for the following sections by viewing AI systems as intelligent agents that can decide what actions to take and when to take them.<\/span><br \/>\n<span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\"> <strong> \u2022 Part II: Problem-solving<\/strong> &#8211; Focuses on methods for deciding what action to take when needing to think several steps ahead such as playing a game of chess.<\/span><br \/>\n<span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\"> <strong> \u2022Part III: Knowledge, reasoning, and planning<\/strong> &#8211; Discusses ways to represent knowledge about the intelligent agents&#8217; environment and how to reason logically with that knowledge.<\/span><br \/>\n<span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\"> <strong> \u2022 Part IV: Uncertain knowledge and reasoning<\/strong> &#8211; This section is analogous to Parts III, but deals with reasoning and decision-making in the presence of uncertainty in the environment.<\/span><br \/>\n<span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\"> <strong> \u2022 Part V: Learning<\/strong> &#8211; Describes ways for generating knowledge required by the decision-making components and introduces a new component: the artificial neural network<\/span><br \/>\n<span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\"> <strong> \u2022 Part VI: Communicating, perceiving, and acting<\/strong> &#8211; Concentrates on ways an intelligent agent can perceive its environment whether by touch or vision.<\/span><br \/>\n<span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\"> <strong> \u2022 Part VII: Conclusions<\/strong> &#8211; Considers the past and future of AI by discussing what AI really is and why it has succeeded to some degree. Also the views of those philosophers who believe that AI can never succeed are given discussion.<\/span><\/p>\n<p style=\"text-align: justify;\"><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/hE7k0_9k0VA\" width=\"760\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #ff0000; font-family: helvetica, arial, sans-serif; font-size: 12pt;\"><strong>Who is Stuart J. Russell?<\/strong><\/span><br \/>\n<span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\"> Stuart J. Russell is a British-American computer scientist and professor. He has made a significant contribution to the field of Artificial Intelligence.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\">He has authored Do The Right Thing: Studies In Limited Rationality and co-authored Artificial Intelligence: A Modern Approach.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\"><a href=\"http:\/\/artificialbrain.xyz\/wp-content\/uploads\/2016\/11\/stuart-j.-russell.jpg\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-424\" src=\"http:\/\/artificialbrain.xyz\/wp-content\/uploads\/2016\/11\/stuart-j.-russell-300x141.jpg\" alt=\"stuart-j-russell\" width=\"760\" height=\"358\" srcset=\"https:\/\/www.newworldai.com\/wp-content\/uploads\/2016\/11\/stuart-j.-russell-300x141.jpg 300w, https:\/\/www.newworldai.com\/wp-content\/uploads\/2016\/11\/stuart-j.-russell-768x361.jpg 768w, https:\/\/www.newworldai.com\/wp-content\/uploads\/2016\/11\/stuart-j.-russell.jpg 850w\" sizes=\"(max-width: 760px) 100vw, 760px\" \/><\/a><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\">Russell was born in 1962 in Portsmouth, England. He graduated in 1982 with a BA in Physics from Wadham College, Oxford. He went on to earn a PhD in Computer Science from Stanford University. Russell is now a professor of Computer Science at the University of California, Berkeley. He also holds a teaching position and a research position at the University of California, San Francisco. Russell\u2019s work in the fields of artificial intelligence and teaching has won him various honours and awards, including the ACM Karl V. Karlstrom Outstanding Educator Award, and a shared IJCAI Computers and Thought Award.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #ff0000; font-family: helvetica, arial, sans-serif; font-size: 12pt;\"><strong>Who is Peter Norvig?<\/strong><\/span><br \/>\n<span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\"> Peter Norvig is an American computer scientist, teacher, and author.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\">He has written books such as Intelligent Help Systems for UNIX, Verbmobil: A Translation System for Face-to-Face Dialog, and Paradigms of AI Programming: Case Studies in Common Lisp. He has also co-authored the book Artificial Intelligence: A Modern Approach.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\">Norvig was born on December 14, 1956. He has a bachelor\u2019s degree in Applied Mathematics from Brown University, and a doctorate in Computer Science from the University of California, Berkeley. Norvig has held key positions at various institutions such as the NASA Ames Research Center, Sun Microsystems Laboratories, and Harlequin Inc<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence: A Modern Approach (AIMA) is a university textbook on artificial intelligence, written by Stuart J. Russell and Peter Norvig. Artificial Intelligence: A<\/p>\n","protected":false},"author":2,"featured_media":425,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[545,99,121],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.2.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Artificial Intelligence- A Modern Approach - New World : Artificial Intelligence<\/title>\n<meta name=\"description\" content=\"Artificial Intelligence: A Modern Approach (AIMA) is a university textbook on artificial intelligence, written by Stuart J. 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