{"id":1142,"date":"2021-03-13T02:07:47","date_gmt":"2021-03-13T02:07:47","guid":{"rendered":"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/?page_id=1142"},"modified":"2021-03-13T19:32:22","modified_gmt":"2021-03-13T19:32:22","slug":"modules","status":"publish","type":"page","link":"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/modules\/","title":{"rendered":"Modules"},"content":{"rendered":"<h1><span style=\"color: #ff0000\">Module 1<\/span><\/h1>\n<h2><span style=\"color: #0000ff\"><span style=\"color: #ff0000\">Topics:\u00a0<\/span><br \/>\n<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">Course Overview<\/span><\/li>\n<li><span style=\"color: #ff0000\">AI Overview<\/span><\/li>\n<li><span style=\"color: #ff0000\">Agent Architectures<\/span><\/li>\n<\/ul>\n<h2>Readings and Video Lessons<\/h2>\n<ul>\n<li><span style=\"color: #000000\">Course Syllabus<\/span><\/li>\n<li><span style=\"color: #000000\">Overview AI<\/span><\/li>\n<li><a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/class-meeting-august-24-2017\/\">Some videos<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=rl76SJwmVuA&amp;list=PLXAjOiPf89kPoNhlg3nzss1pttaX5iG7y&amp;index=1\">Class recording<\/a><\/li>\n<\/ul>\n<ul>\n<li><span style=\"color: #000000\">Read <a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Chx1.html\">Preface<\/a> of ArtInt (4 pages) and read <a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch1.html\">Chapter 1<\/a>, through\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch1.S10.html\">section 1.10<\/a> of ArtInt (about 44 pages) &#8212; est. 3 hours<\/span><\/li>\n<li>Read <a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch2.html\">Chapter 2<\/a> through <a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch2.S3.html\">section 2.3<\/a> of ArtInt (15 pages) &#8212; est. 1 hour<\/li>\n<li><a href=\"http:\/\/blogs.up.edu.pe\/nubes\/wp-content\/uploads\/2015\/04\/Asimov-Robot-Dreams.pdf\">Robot Dreams<\/a> and <a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192731\/RobotDreamArchitecture.pdf\">Cognitive Architectures<\/a>\u00a0(<a href=\"https:\/\/www.youtube.com\/watch?v=MwnaF3usb7k&amp;index=1&amp;list=PLXAjOiPf89kMgk_S0E6Qb_iWj7TQ_k2Gl\">Lecture<\/a>)<\/li>\n<\/ul>\n<h2>Assignments and Quizzes<\/h2>\n<ul>\n<li><strong><span style=\"color: #ff6600\"><a style=\"color: #ff6600\" href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/assignment-a-w1\/\">Assignment A-M1<\/a> online <\/span><\/strong>&#8212; est. 1.5 hours<\/li>\n<li>Programming Assignment P-M1<\/li>\n<li>Quiz Q-M1 online<\/li>\n<\/ul>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 2<\/span><\/h1>\n<h2><span style=\"color: #ff0000\">Topics:<br \/>\n<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">Uniformed Search<\/span><span style=\"color: #ff0000\"><br \/>\n<\/span><\/li>\n<\/ul>\n<h2>Readings and Video Lessons<\/h2>\n<ul>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.html\">Chapter 3<\/a>\u00a0through\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S5.SS2.html\">section 3.5.2<\/a>\u00a0of ArtInt (20 pages) and watch\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=7QcoJjSVT38&amp;list=PLXAjOiPf89kPs82cbS6j9PR3t7ZzixnaO\">Doug\u2019s iterative deepening search video playlist<\/a>\u00a0(material from\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S5.SS3.html\">section 3.5.3<\/a>\u00a0optional reading) \u00a0\u2014 est. 2 hours <strong>(bullet points 1 and 2 are all that you need do for quiz Q-w2)<\/strong><\/li>\n<li>Watch\u00a0further <a href=\"https:\/\/www.youtube.com\/watch?v=7RV6w2PJU-s&amp;t=0s&amp;index=4&amp;list=PLXAjOiPf89kPoNhlg3nzss1pttaX5iG7y\">Uninformed Search video lecture<\/a>,\u00a0summary of basic search strategies, including cycle checking (from\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S7.SS1.html\">section 3.7.1<\/a>\u00a0optional reading), multiple path pruning (from\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S7.SS2.html\">section 3.7.2<\/a>\u00a0optional reading).\n<ul>\n<li>(and\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S5.SS3.html\">section 3.5.3<\/a>\u00a0optional reading)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li><\/li>\n<li>Top Hat attendance<\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=hYM3fUNRuMQ&amp;index=2&amp;list=PLXAjOiPf89kMgk_S0E6Qb_iWj7TQ_k2Gl\">Lecture<\/a> (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192731\/csx260.F18.search.uninformed.8.28.18.pdf\">slides only<\/a>) on uninformed search (because video was posted late)<\/li>\n<li>Discussion on\u00a0<a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/uninformed-search-scenarios\/\">uninformed search scenarios<\/a><\/li>\n<\/ul>\n<ul>\n<li><strong><span style=\"color: #ff6600\">Post <a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/week-2-on-state-space-search\/\">Week 2 Discussion Forum post<\/a> on Brightspace by Tuesday, August 28, 11:59 PM.\u00a0<\/span><\/strong><\/li>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S5.SS3.html\">Section 3.5.4<\/a>\u00a0and \u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S6.html\">Section 3.6<\/a>\u00a0(6 pages) of ArtInt and watch\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=8DKsFBQx0m4\">Doug\u2019s blind\/heuristic search video<\/a>\u00a0\u2014\u00a0est. 2 hours<\/li>\n<li><a href=\"https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kNX5M_c34S_akrctL53sVgM\">Lecture on heuristic search<\/a>\u00a0(playlist of two videos), including heuristic depth first search, best first search, A* search (from\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S8.SS1.html\">section 3.8.1<\/a>\u00a0optional reading) (from\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S8.SS2.html\">section 3.8.2<\/a>\u00a0optional reading)<\/li>\n<\/ul>\n<h2>Assignments and Quizzes:<\/h2>\n<ul>\n<li><strong><span style=\"color: #ff6600\"><a style=\"color: #ff6600\" href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/assignment-a-w2\/\">Assignment A-M2<\/a>\u00a0<\/span><\/strong> \u2014 est. 1.5 hours<\/li>\n<li>Programming Assignment P-M2<\/li>\n<li>Quiz Q-M2<\/li>\n<\/ul>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 3<br \/>\n<\/span><\/h1>\n<h2><span style=\"color: #ff0000\">Topics:<br \/>\n<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">Heuristic Search<\/span><\/li>\n<\/ul>\n<h2>Readings and Video Lessons<\/h2>\n<ul>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S5.SS3.html\">Section 3.5.4<\/a>\u00a0and \u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S6.html\">Section 3.6<\/a>\u00a0(6 pages) of ArtInt and watch\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=8DKsFBQx0m4\">Doug\u2019s blind\/heuristic search video<\/a>\u00a0\u2014\u00a0est. 2 hours<\/li>\n<li><a href=\"https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kNX5M_c34S_akrctL53sVgM\">Lecture on heuristic search<\/a>\u00a0(playlist of two videos), including heuristic depth first search, best first search, A* search (from\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S8.SS1.html\">section 3.8.1<\/a>\u00a0optional reading) (from\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch3.S8.SS2.html\">section 3.8.2<\/a>\u00a0optional reading)<\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/youtu.be\/_vMDNMcZSa4\">Additional comments on\u00a0heuristic search<\/a>\u00a0(<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192728\/AdditionalCommentsSearch.pdf\">Slides only<\/a>)<\/li>\n<\/ul>\n<h2>Assignments and Quizzes<\/h2>\n<ul>\n<li><strong><span style=\"color: #ff6600\"><a style=\"color: #ff6600\" href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/assignment-a-w2\/\">Assignment A-M<\/a><span style=\"color: #ff6600\">3<\/span><\/span><\/strong> \u2014 est. 1.5 hours<\/li>\n<li>Programming Assignment P-M3<\/li>\n<li>Quiz Q-M3<\/li>\n<\/ul>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 4<br \/>\n<\/span><\/h1>\n<h2><span style=\"color: #0000ff\"><span style=\"color: #ff0000\">Topics:\u00a0<\/span><br \/>\n<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">Planning under Certainty<\/span><\/li>\n<\/ul>\n<h2><span style=\"color: #000000\">Readings and Video Lessons<br \/>\n<\/span><\/h2>\n<ul>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch4.html\">Chapter 4<\/a>, s<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch4.S1.html\">ection 4.1<\/a>\u00a0(6 pages)\u00a0<span style=\"color: #339966\">&#8212; est. 0.5 hour<\/span><\/li>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch5.html\">Chapter 5<\/a>, s<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch5.S1.html\">ection 5.1<\/a>\u00a0(6 pages)\u00a0<span style=\"color: #339966\">&#8212; est. 0.5 hours<\/span><\/li>\n<li><span style=\"color: #000000\">Chapter 2,\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch2.S4.html\">section 2.4<\/a>\u00a0of ArtInt (7 pages)\u00a0<span style=\"color: #339966\">&#8212; est. 0.5 hours<\/span><br \/>\n<\/span><\/li>\n<li><span style=\"color: #000000\">Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch6.html\">Chapter 6<\/a>, through\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch6.S3.html\">section 6.3<\/a>\u00a0of ArtInt (15 pages)<\/span>\u00a0<span style=\"color: #339966\">&#8212; est. 1.5 hour<\/span><\/li>\n<li>Watch feature-based planning under certainty pre-class lecture at ( <a href=\"https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kPlMXrJJEx2UjDci0_-hnUD\">https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kPlMXrJJEx2UjDci0_-hnUD<\/a>\u00a0) (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192752\/lecture.9.5.17.pdf\">slides only<\/a>)<\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/youtu.be\/h9F1E4ODErY\">InClass lecture on course scheduling example<\/a><\/li>\n<li>Open discussion on\u00a0<a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/propositional-planning-with-certainty-scenarios\/\">propositional planning with certainty scenarios<\/a><\/li>\n<\/ul>\n<ul>\n<li><strong><span style=\"color: #ff6600\">Post <a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/week-3-post-on-ai-planning\/\">Week 3 Discussion Forum post<\/a> on Brightspace by Tuesday, September 4, 11:59 PM.\u00a0<\/span><\/strong><\/li>\n<li>Watch the <a href=\"https:\/\/youtu.be\/MjywoeTKj6I\">A-w2 key video<\/a>\u00a0(<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192756\/Assignment-a-w2.pdf\">slides only<\/a>), which includes additional search material<\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/youtu.be\/UX-bsjrEYvA\">In-class presentation<\/a>\u00a0on\u00a0propositional planning with certainty scenarios\u00a0(<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192728\/PlanningScenarios.pdf\">slides only<\/a>)<\/li>\n<\/ul>\n<h2><span style=\"color: #000000\">Assignments and Quizzes<br \/>\n<\/span><\/h2>\n<ul>\n<li><span style=\"color: #0000ff\"><a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/assignment-a-w3\/\">Assignment A-<\/a>M4\u00a0 <span style=\"color: #339966\">&#8212; est. 1.5 hour<\/span><\/span><\/li>\n<li>Programming Assignment P-M4<\/li>\n<li>Quiz Q-M4<\/li>\n<\/ul>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 5<br \/>\n<\/span><\/h1>\n<h2><span style=\"color: #ff0000\">Module Topics:\u00a0<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">Constraint-satisfaction<\/span><\/li>\n<li><span style=\"color: #ff0000\">Optimization<\/span><\/li>\n<\/ul>\n<h2>Readings and Video Lessons<\/h2>\n<ul>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch4.html\">Chapter 4<\/a>, through\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch4.S3.html\">section 4.3<\/a>\u00a0(8 pages), first two pages of\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch4.S5.html\">4.5<\/a>\u00a0(10 pages total)\u2013 est. 1 hr<\/li>\n<li>Watch\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=Ge-XiX_tP4c\">Doug\u2019s GAC video<\/a>\u00a0(<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch4.S4.html\">section 4.4<\/a>\u00a0optional reading)\u00a0\u2014 est. 0.5 hr<\/li>\n<li>Watch\u00a0<a href=\"https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kMMTSyMOT_yxLryCy5QENTC\">pre-class lectures on Constraints<\/a>, including more on GAC and Variable Elimination\u00a0(sections 4.4 and 4.6 optional readings)\u00a0\u2014 est. 1 hr<\/li>\n<li><strong><span style=\"color: #ff6600\">Take online quiz Q-w4 by 8:00 am September 11<\/span><\/strong><\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/youtu.be\/j8mPqlGagYQ\">Additional comments on\u00a0constraint\u00a0and optimization<\/a>\u00a0(<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192727\/Optimization-ConstraintsSpecialTopics.pdf\">slides only<\/a>)<\/li>\n<\/ul>\n<h2>To Do before Thursday, September 13 class:<\/h2>\n<ul>\n<li><strong><span style=\"color: #ff6600\">Post\u00a0<a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/week-4-post-on-constraints-and-optimization\/\">Week 4 Discussion Forum post<\/a>\u00a0on Brightspace by Tuesday, September 11, 11:59 PM.\u00a0<\/span><\/strong><\/li>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch4.S9.html\">section 4.9<\/a>\u00a0(7 pages)\u00a0\u2014 est. 1 hour<\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=UEGu42ojyEQ\">Real world constraint and\u00a0optimization scenarios<\/a>\u00a0(<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192727\/TA-lecture.pdf\">slides only<\/a>)<\/li>\n<li><a href=\"https:\/\/youtu.be\/PkHq21_Qal4\">Key for A-w3<\/a> (in the final side of the presentation there is a reference to a typo in the text. This has been <a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/bug-report-to-poole-and-mackworth\/\">corrected in the online version<\/a> of the book). (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192727\/Ex6.6.key_.pdf\">slides only, corrected<\/a>)<\/li>\n<\/ul>\n<h2>To Do After Thursday,\u00a0September 13 class:<\/h2>\n<ul>\n<li><a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/assignment-a-4\/\">Assignment A-M<\/a>5 \u2014 est. 3 hours<\/li>\n<li>Programming Assignment P-M5<\/li>\n<li>Quiz Q-M5<\/li>\n<\/ul>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 6<br \/>\n<\/span><\/h1>\n<h2><span style=\"color: #0000ff\"><span style=\"color: #ff0000\">Week\u2019s Topics:\u00a0<\/span><\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">Propositional inference and theorem proving<\/span><\/li>\n<\/ul>\n<h2><span style=\"color: #000000\">Readings and Video Lessons<br \/>\n<\/span><\/h2>\n<ul>\n<li><span style=\"color: #000000\">Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch5.html\">Chapter 5<\/a>, through\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch5.S4.html\">section 5.4<\/a>\u00a0(27 pages), though\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch5.S1.html\">section 5.1<\/a>\u00a0should be review\u00a0<span style=\"color: #339966\">&#8212; est. 2 hours<\/span>\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kM-kLQCaxrbFIM9TMOfYPJL\">Pre-class lecture on propositional logic basics and proof<\/a>, including resolution proof by contradiction &#8212; est. 1.5 hours<\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/youtu.be\/eK2LXcmA28g\">Retrospective (and study outline) before Exam 1<\/a> (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192724\/Retrospective-before-Exam-1.pdf\">slides only<\/a>)<\/li>\n<\/ul>\n<ul>\n<li><strong><span style=\"color: #ff6600\">Post\u00a0<a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/week-5-on-logic-and-theorem-proving\/\">Week 5 Discussion Forum post<\/a>\u00a0on Brightspace by Tuesday, September 18, 11:59 PM.<br \/>\n<\/span><\/strong><\/li>\n<\/ul>\n<ul>\n<li>Applications of theorem proving (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192724\/ThmProvingRealWorld.pdf\">slides only<\/a>)<\/li>\n<\/ul>\n<h2>Assignments and Quizzes<\/h2>\n<ul>\n<li><span style=\"color: #0000ff\"><span style=\"color: #ff6600\"><a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/assignment-a-w5\/\">Assignment A-M<\/a><\/span><\/span>6<strong>\u00a0<\/strong><span style=\"color: #0000ff\"> <span style=\"color: #339966\">&#8212; est. 2 hours\u00a0<\/span><\/span><\/li>\n<li>Programming Assignment P-M6<\/li>\n<li>Quiz Q-M6<\/li>\n<\/ul>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 7<br \/>\n<\/span><\/h1>\n<h2><span style=\"color: #ff0000\">Topics:\u00a0<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\"><span style=\"color: #ff0000\">Adversarial Search<\/span><\/span><span style=\"color: #ff0000\"><br \/>\n<\/span><\/li>\n<\/ul>\n<h2>Readings and Video Lessons<\/h2>\n<ul>\n<li>Watch <a href=\"https:\/\/youtu.be\/R2Svdri21t0\">Pre-class lecture on Adversarial Search<\/a> in Games\u00a0(<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192744\/Lecture.10.10.17.pdf\">slides only<\/a>) (Sections 11.1 \u2013 11.3 of ArtInt, optional reading)\u00a0&#8212;\u00a0<span style=\"color: #339966\">est. 1.5 hours<\/span><\/li>\n<li><strong><span style=\"color: #ff6600\">Take online quiz Q-w6 by 8:00 am September 25<\/span><\/strong><\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192719\/InClassGames.pdf\">More thoughts on Games<\/a>\u00a0and RadioLab T<a href=\"https:\/\/www.youtube.com\/watch?v=nwkxxs-xJHs\">he rules will set you free<\/a><\/li>\n<\/ul>\n<ul>\n<li><strong><span style=\"color: #ff6600\">No Discussion Forum Post<\/span><\/strong><\/li>\n<li><a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/exam-1-study-outline\/\">Study for Exam 1<\/a>\u00a0\u2014 est. 4 hours (assuming that you have stayed up on material)<\/li>\n<\/ul>\n<h2>Assignments and Quizzes<\/h2>\n<ul>\n<li><a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/a-w6-on-adversarial-search\/\">Assignment A-<\/a>M7 <strong><span style=\"color: #ff6600\"><br \/>\n<\/span><\/strong><\/li>\n<li>Programming Assignment P-M7<\/li>\n<li>Quiz Q-M7<\/li>\n<\/ul>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 8<br \/>\n<\/span><\/h1>\n<h2><span style=\"color: #ff0000\">Topics:\u00a0<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">Machine Learning<\/span><\/li>\n<\/ul>\n<h2><span style=\"color: #000000\">Readings and Video Lessons<br \/>\n<\/span><\/h2>\n<ul>\n<li><span style=\"color: #000000\">Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch8.S1.html\">Section 8.1<\/a>\u00a0on Probability basics as needed (13 pages) &#8212; material from 8.1 will NOT be on this week&#8217;s quiz, but may be required by some for lectures<br \/>\n<\/span><\/li>\n<li><span style=\"color: #000000\">Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch7.html\">Chapter 7<\/a>, sections\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch7.S1.html\">7.1<\/a>\u00a0through\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch7.S2.html\">7.2<\/a>,\u00a0 (16 pages) &#8212;\u00a0<span style=\"color: #339966\">est. 2 hours<\/span><\/span><\/li>\n<li>Watch <a href=\"https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kN-uhHpIHV1DqcTOuY3y3H0\">pre-class lecture on machine learning<\/a> with decision trees (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192723\/DecisionTree.AllSlides.pdf\">slides only<\/a>) and evaluation of supervised machine learning systems (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192723\/Evaluation.pdf\">slides only<\/a>).\u00a0(optional reading of Section 7.3.1 and Sections 7.4 up to but not including 7.4.1, and section 7.4.3)\u00a0&#8212;\u00a0<span style=\"color: #339966\">est. 2 hours<\/span><\/li>\n<li>Optional (this week) Watch an additional <a href=\"https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kOTYzlhiD4_ohjYx8UnL3VA\">playlist on learning with Naive Bayesian Classifiers<\/a> (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192720\/NBCs.pdf\">slides only<\/a>). It will be required in a subsequent week, but NBCs are not on this week&#8217;s quiz)<\/li>\n<li>In class quiz this week<\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192719\/InClassMLslides1.pdf\"><span style=\"color: #000000\">More machine learning fun<\/span><\/a><\/li>\n<\/ul>\n<ul>\n<li><strong><span style=\"color: #ff6600\">Post\u00a0<a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/week-7-on-machine-learning\/\">Week 7 Discussion Forum post<\/a>\u00a0on Brightspace by Tuesday, September 18, 11:59 PM.\u00a0<\/span><\/strong><\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192716\/MLInClassPresentation2.pdf\"><span style=\"color: #000000\">Applications of Machine Learning<\/span><\/a><\/li>\n<\/ul>\n<h2>Assignments and Quizzes<\/h2>\n<ul>\n<li><span style=\"color: #0000ff\"><a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/exercise-on-supervised-machine-learning\/\">Assignment A-<\/a>M8 <span style=\"color: #339966\">&#8212; est. 2.5 hours<\/span><\/span><\/li>\n<li>Programming Assignment P-M8<\/li>\n<li>Quiz Q-M8<\/li>\n<\/ul>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 9<br \/>\n<\/span><\/h1>\n<h2><span style=\"color: #ff0000\">Topics:\u00a0<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">Uncertainty (Probability and belief networks)<\/span><\/li>\n<\/ul>\n<h2><span style=\"color: #000000\">Readings and Video Lessons<br \/>\n<\/span><\/h2>\n<ul>\n<li><span style=\"color: #000000\">Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch8.html\">Chapter 8<\/a>, sections 8.1\u00a0through\u00a08.3 of ArtInt\u00a0 &#8212;\u00a0<span style=\"color: #008080\">est. 1.5 hours<\/span><\/span><\/li>\n<li>Watch Pre-class lectures on uncertainty (first three videos of\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=KZ5Iemu_-RY&amp;list=PLXAjOiPf89kPaTNn4socqc-exe88RlzhV\">entire playlist<\/a>, but see below)\u00a0&#8212;\u00a0<span style=\"color: #008080\">est. 1 hour<\/span>\n<ul>\n<li>Pre-class lectures on\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=KZ5Iemu_-RY&amp;index=1&amp;list=PLXAjOiPf89kPaTNn4socqc-exe88RlzhV\">Probability Basics<\/a>\u00a0<span style=\"color: #0000ff\">as needed<\/span> (accompanies Chapter 8, through 8.1.2). <span style=\"color: #0000ff\"><em>Read through 8.1.2 and\/or watch video if you haven&#8217;t been previously introduced to probabilities, or want a refresher<\/em><\/span>)<\/li>\n<li>Pre-class lecture on <a href=\"https:\/\/www.youtube.com\/watch?v=JtfB1xzrh40&amp;list=PLXAjOiPf89kPaTNn4socqc-exe88RlzhV&amp;index=2\">expected values <\/a>and utilities (accompanies section 8.1.4) &#8212; this material will already be familiar to some, but applications in video probably won&#8217;t be (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192743\/Probability.F17.pdf\">slides only<\/a>)<\/li>\n<li>Pre-class lecture on <a href=\"https:\/\/www.youtube.com\/watch?v=sAytAtP-fws&amp;index=3&amp;list=PLXAjOiPf89kPaTNn4socqc-exe88RlzhV\">Bayes Rule, chain rule, and independence <\/a>(accompanies 8.1.3 and 8.2)<\/li>\n<\/ul>\n<\/li>\n<li>Watch Pre-class lecture\u00a0<a href=\"https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kOTYzlhiD4_ohjYx8UnL3VA\">playlist on learning with Naive Bayesian Classifiers<\/a>\u00a0(<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192720\/NBCs.pdf\">slides only<\/a>). (this was an optional video in an earlier week; parts of this playlist repeat other videos for this week, so you might skip past these parts)\u00a0&#8212;\u00a0<span style=\"color: #008080\">est. 1 hour<\/span><\/li>\n<li><span style=\"color: #0000ff\">Take online quiz Q-w8 by 8:00 am October 9 <\/span><\/li>\n<\/ul>\n<ul>\n<li>Watch Pre-class lectures on uncertainty (videos 4, 5, and 6 of\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=KZ5Iemu_-RY&amp;list=PLXAjOiPf89kPaTNn4socqc-exe88RlzhV\">entire playlist<\/a>) &#8212; est 2 hrs\n<ul>\n<li>Do both reading and lecture: Pre-class\u00a0lecture on <a href=\"https:\/\/www.youtube.com\/watch?v=lgfwK7IDkyI&amp;list=PLXAjOiPf89kPaTNn4socqc-exe88RlzhV&amp;index=4\">belief network\u00a0semantics and\u00a0construction<\/a>\u00a0(accompanying 8.3)<\/li>\n<li>Do both reading and lecture: Pre-class lecture on <a href=\"https:\/\/www.youtube.com\/watch?v=Kmv7MS4HWSg&amp;list=PLXAjOiPf89kPaTNn4socqc-exe88RlzhV&amp;index=5\">belief network structure and semantics<\/a>\u00a0 (accompanying 8.3) (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192740\/BayesnetSemantics.F17.pdf\">slides only<\/a>)<\/li>\n<li>Short <a href=\"https:\/\/www.youtube.com\/watch?v=XC8Uk-bjKTI&amp;index=6&amp;list=PLXAjOiPf89kPaTNn4socqc-exe88RlzhV\">video that preps for A-w8<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li>Belief Network exercises<\/li>\n<\/ul>\n<h2><span style=\"color: #000000\">Assignments and Quizzes<br \/>\n<\/span><\/h2>\n<ul>\n<li><span style=\"color: #0000ff\">Assignment A-M9 (This is formatted as a quiz on Brightspace with two submissions possible, and unlimited time per submission &#8212; all will be like this).<\/span><\/li>\n<li>Programming Assignment P-M9<\/li>\n<li>Quiz Q-M9<\/li>\n<\/ul>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 10<br \/>\n<\/span><\/h1>\n<h2><span style=\"color: #ff0000\">Topics:\u00a0<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">Inference with\u00a0belief networks<\/span><\/li>\n<\/ul>\n<h2>Readings and Video Lessons<\/h2>\n<ul>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch8.html\">Chapter 8<\/a>, sections 8.1\u00a0through\u00a08.3 of ArtInt\u00a0 \u2014\u00a0est. 1.5 hours<\/li>\n<li>Watch Pre-class lecture\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=YNDeCdMlyvg&amp;list=PLXAjOiPf89kPaTNn4socqc-exe88RlzhV&amp;index=7\">inference with belief networks<\/a> (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192740\/BayesnetInference.F17.pdf\">slides only<\/a>) (accompanies\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch8.S4.html\">section 8.4<\/a>, which is\u00a0optional reading because video is all you need and somewhat deviates from the text)\u00a0\u2014\u00a0est. 1 hour<span style=\"color: #0000ff\"><br \/>\n<\/span><\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192712\/InClass2.pdf\">Belief networks<\/a><\/li>\n<\/ul>\n<h2>Assignments and Quizzes<\/h2>\n<ul>\n<li>Assignment A-M10<\/li>\n<li>Programming Assignment P-M10<\/li>\n<li>Quiz Q-M10<\/li>\n<\/ul>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 11<\/span><\/h1>\n<h2><span style=\"color: #ff0000\">Topics:\u00a0<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">Sequential Inference<\/span><\/li>\n<\/ul>\n<h2>Readings and Video Lessons<\/h2>\n<ul>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch8.html\">Chapter 8<\/a>, section 8.5 of ArtInt\u00a0 \u2014est. 2 hours \u2014 emphasis on 8.5.1, 8.5.2, and 8.5.6<\/li>\n<li>Watch Pre-class lectures on <a href=\"https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kMPf80kTvY7mAw2zg8OjZOV\">sequential inference with belief networks<\/a>\u00a0(first two videos of playlist)\u00a0(<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192740\/SequentialModels.F17.pdf\">slides only<\/a>)\u00a0\u2014est. 1.5 hours \u2014<\/li>\n<\/ul>\n<ul>\n<li><strong><span style=\"color: #ff6600\">Post\u00a0<a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/week-10-on-mm-and-hmm\/\">Week 10 Discussion Forum post<\/a>\u00a0on Brightspace by Tuesday, October 23, 11:59 PM.<br \/>\n<\/span><\/strong><\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/sequential-inference-discussion-forum-analysis\/\">Markov Models and Hidden Markov Model Applications<\/a><\/li>\n<li>Heads up on\u00a0<a href=\"https:\/\/docs.google.com\/document\/d\/1BydyArO1LWeUUxvsIjP7xkAurJU_jNj3LbWzAbaReBA\/edit?usp=sharing\">student questions<\/a><\/li>\n<\/ul>\n<h2><span style=\"color: #000000\">Assignments and Quizzes<br \/>\n<\/span><\/h2>\n<ul>\n<li><span style=\"color: #0000ff\"><a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/a-w10-on-sequential-inference\/\">Assignment A-<\/a>M11<br \/>\n<\/span><\/li>\n<li>Programming Assignment P-M11<\/li>\n<li>Quiz Q-M11<\/li>\n<\/ul>\n<p>https:\/\/berkeleyai.github.io\/cs188-website\/index.html<\/p>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 12<\/span><\/h1>\n<h2><span style=\"color: #ff0000\">Topics:\u00a0<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\"><span style=\"color: #ff0000\">Planning with uncertainty<\/span><\/span><\/li>\n<\/ul>\n<h2>Readings and Video Lessons<\/h2>\n<ul>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch9.html\">Chapter 9<\/a>, through\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch9.S1.html\">Section 9.1<\/a>\u00a0(13 pages) \u2014\u00a0est. 1.5 hours<\/li>\n<li>Watch Pre-class lectures on\u00a0<a href=\"https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kMPf80kTvY7mAw2zg8OjZOV\">planning and decision making with uncertainty<\/a>\u00a0(third\u00a0video of playlist)\u00a0(<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192739\/Lecture.11.2.17.pdf\">slides only<\/a>)\u00a0\u2014est. 1 hour<\/li>\n<\/ul>\n<ul>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch9.html\">Chapter 9<\/a>,\u00a0<a href=\"https:\/\/artint.info\/2e\/html\/ArtInt2e.Ch9.S2.html\">Section 9.2<\/a>\u00a0through 9.3.2\u00a0(10 pages) \u2014\u00a0est. 1.5 hours<\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192715\/Exam2F17.pdf\">Practice exam<\/a>\u00a0(will receive key after uploading answers as text file to Brightspace)<\/li>\n<\/ul>\n<h2>Assignments and Quizzes<\/h2>\n<ul>\n<li><a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/a-w11\/\">Assignment A-<\/a>M-12<\/li>\n<li>Programming Assignment P-M12<\/li>\n<li>Quiz Q-M12<\/li>\n<\/ul>\n<p>https:\/\/berkeleyai.github.io\/cs188-website\/index.html<\/p>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 13<\/span><\/h1>\n<h2><span style=\"color: #ff0000\">Topics:<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">First Order Representations<\/span><span style=\"color: #ff0000\"><br \/>\n<\/span><\/li>\n<\/ul>\n<h2>Readings and Video Lessons<\/h2>\n<ul>\n<li>Read\u00a0\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch13.html\">Chapter 13<\/a>, sections 13.1-13.3 \u2014\u00a0est. 1.5 hours<\/li>\n<li>Pre-class lecture on\u00a0lecture on first order representations (<a href=\"https:\/\/youtu.be\/cOlsMSA41Ug\">https:\/\/youtu.be\/cOlsMSA41Ug<\/a>) (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192711\/FOPCRepresentationcorrected.pdf\">slides only<\/a>\u00a0&#8212; a small corrected is made to fully parenthesize subexpressions to make operator precedence unambiguous)<\/li>\n<li>Read\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch13.S4.html\">section 13.4<\/a>\u00a0through\u00a0<a href=\"http:\/\/artint.info\/2e\/html\/ArtInt2e.Ch13.S4.SS3.html\">13.4.3<\/a>\u00a0&#8212; est 1 hour<\/li>\n<li>Pre-class lecture on first-order representation, theorem proving, planning, and learning (<a href=\"https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kNFufXHt_A_y5zHLuMkYGuA\">https:\/\/www.youtube.com\/playlist?list=PLXAjOiPf89kNFufXHt_A_y5zHLuMkYGuA<\/a> )(<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192736\/Fopcinfer.pdf\">slides only<\/a>) &#8212; est. 1 hour<\/li>\n<\/ul>\n<h2>Assignments and Quizzes<\/h2>\n<ul>\n<li>Submit <a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/fopc-representation-assignment\/\">Assignment A-w1<\/a>3 by Saturday, November 10 at 11:59 pm. \u2014\u00a0est. 1 hour<\/li>\n<li><a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/2018\/11\/06\/assignment-for-graduate-credit-cs-5260-only\/\">Assignment for CS 5260<\/a> students only is posted<\/li>\n<li>Programming Assignment P-M13<\/li>\n<li>Quiz Q-M13<\/li>\n<\/ul>\n<h1><\/h1>\n<h1><span style=\"color: #ff0000\">Module 14<\/span><\/h1>\n<h2><span style=\"color: #ff0000\">Topics:<\/span><\/h2>\n<ul>\n<li><span style=\"color: #ff0000\">Reinforcement Learning<\/span><\/li>\n<\/ul>\n<h2>Readings and Video Lessons<\/h2>\n<ul>\n<li>Lightly read Sections <a href=\"https:\/\/artint.info\/2e\/html\/ArtInt2e.Ch9.S4.html\">9.4<\/a>, 9.5 (up to and not incl 9.5.1) and <a href=\"https:\/\/artint.info\/2e\/html\/ArtInt2e.Ch12.S1.html\">12.1<\/a>\u00a0&#8212; est 1 hour<\/li>\n<\/ul>\n<ul>\n<li>Guest lecture by Dr. Fernando Elliott on Reinforcement Learning (there will be no attendance taken, but there will be no Zoom recording of the session, and one or more questions from the lecture are guaranteed to be on the final exam). <a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192708\/IntroRL.pdf\">Dr. Elliott&#8217;s slides<\/a><\/li>\n<\/ul>\n<ul>\n<li>Guest lecture by\u00a0Professor Maithilee Kunda on\u00a0Machine Learning (there will be no attendance taken, but there will be no Zoom recording of the session, and one or more questions from the lecture are guaranteed to be on the final exam)<\/li>\n<\/ul>\n<h2>Assignments and Quizzes<\/h2>\n<ul>\n<li>Assignment A-M14<\/li>\n<li>Programming Assignment P-M14<\/li>\n<li>Quiz Q-M14<\/li>\n<\/ul>\n<h2><\/h2>\n<h1>Module 15<\/h1>\n<h2>Topics:<\/h2>\n<ul>\n<li>Special Topics\n<ul>\n<li>AI Story Telling<\/li>\n<li>AI Sustainability<\/li>\n<li>Integrative AI<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>Readings and Video Lessons<\/h2>\n<ul>\n<li>Special Topics Lecture: <a href=\"https:\/\/youtu.be\/rILzVcV75Jo\">AI Story Telling<\/a> (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192707\/StoryTellingLecture.pdf\">slides<\/a>)<\/li>\n<li><span style=\"color: #ff6600\">Submit <a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/2018\/11\/06\/assignment-for-graduate-credit-cs-5260-only\/\">Reading and Report for Graduate Credit<\/a><br \/>\n<\/span><\/li>\n<li>Read (for final exam) \u201cInteractive Narrative: An Intelligent Systems Approach\u201d by Mark Owen Riedl, Vadim Bulitko\u00a0 in AI Magazine, Vol. 34, No. 1, 2013 <a href=\"https:\/\/www.aaai.org\/ojs\/index.php\/aimagazine\/article\/view\/2449\">https:\/\/www.aaai.org\/ojs\/index.php\/aimagazine\/article\/view\/2449<\/a><\/li>\n<\/ul>\n<ul>\n<li>Read <a href=\"https:\/\/artint.info\/2e\/html\/ArtInt2e.Ch16.S2.html\">Section 16.2<\/a>\u00a0on ethics and implications<\/li>\n<li>Wikipedia editing Wednesday, November 28 5:00 pm \u2013 7:00 pm FGH 244 (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192708\/Wikipedia-editing-guidelines.pdf\">guidelines<\/a>)<\/li>\n<\/ul>\n<ul>\n<li>AI and Sustainability (<a href=\"https:\/\/cdn.vanderbilt.edu\/vu-my\/wp-content\/uploads\/sites\/2495\/2019\/04\/14192707\/Sustainabilitylecture.pdf\">slides<\/a>)<\/li>\n<\/ul>\n<h2>Assignments and Quizzes<\/h2>\n<ul>\n<li style=\"color: #ff6600\">Assignment A-M15<\/li>\n<li style=\"color: #ff6600\">Programming Assignment P-M15<\/li>\n<li style=\"color: #ff6600\">Quiz Q-M15<\/li>\n<\/ul>\n<p>https:\/\/berkeleyai.github.io\/cs188-website\/index.html<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Module 1 Topics:\u00a0 Course Overview AI Overview Agent Architectures Readings and Video Lessons Course Syllabus Overview AI Some videos Class recording Read Preface of ArtInt (4 pages) and read Chapter 1, through\u00a0section 1.10 of ArtInt (about 44 pages) &#8212; est. &hellip; <a href=\"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/modules\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":633,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1142","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/wp-json\/wp\/v2\/pages\/1142","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/wp-json\/wp\/v2\/users\/633"}],"replies":[{"embeddable":true,"href":"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/wp-json\/wp\/v2\/comments?post=1142"}],"version-history":[{"count":6,"href":"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/wp-json\/wp\/v2\/pages\/1142\/revisions"}],"predecessor-version":[{"id":1149,"href":"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/wp-json\/wp\/v2\/pages\/1142\/revisions\/1149"}],"wp:attachment":[{"href":"https:\/\/my.dev.vanderbilt.edu\/cs4260cs5260\/wp-json\/wp\/v2\/media?parent=1142"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}