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<o:idmap v:ext="edit" data="1"/> </o:shapelayout></xml><![endif]--> </head> <body bgcolor=white lang=KO link=blue vlink=blue style='tab-interval:40.0pt'> <div class=WordSection1> <p><span lang=EN-US style='font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin; mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'>CSED442 Artificial Intelligence <o:p></o:p></span></p> <p><span class=GramE><span lang=EN-US style='font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font: major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'>instructor</span></span><span lang=EN-US style='font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin; mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'>: Gary Geunbae Lee, eng2-211, <a href="mailto:gblee@postech.ac.kr">gbleeATpostech.ac.kr</a>, 279-2254<o:p></o:p></span></p> <p><b><span lang=EN-US style='font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin; mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'>1. Course objectives<o:p></o:p></span></b></p> <p><span lang=EN-US style='font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin; mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin;mso-bidi-font-weight: bold'>This course introduces basic techniques of artificial intelligence: problem solving, heuristic search, knowledge representation, logic system and inference, as well as application and advanced techniques such as planning, probabilistic reasoning, machine learning, speech and language processing and intelligent agent systems. As a term presentation, each student should survey and design one of the practical and innovative artificial intelligence applications in any information system domain.<o:p></o:p></span></p> <p><b><span lang=EN-US style='font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin; mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'>2. Course prerequisites<o:p></o:p></span></b></p> <p><span class=GramE><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin'>none</span></span><span lang=EN-US style='font-size:11.0pt; font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin;mso-fareast-theme-font: major-latin;mso-hansi-theme-font:major-latin'><o:p></o:p></span></p> <p><b><span lang=EN-US style='font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin; mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'>3. Grading<o:p></o:p></span></b></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span class=GramE><span lang=EN-US style='font-size:11.0pt; font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin;mso-fareast-theme-font: major-latin;mso-hansi-theme-font:major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>midterm</span></span><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font: major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin; mso-bidi-font-family:˳ÀÆ´Ì'> 40%; <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span class=GramE><span lang=EN-US style='font-size:11.0pt; font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin;mso-fareast-theme-font: major-latin;mso-hansi-theme-font:major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>final</span></span><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font: major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin; mso-bidi-font-family:˳ÀÆ´Ì'> 40%; <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span class=GramE><span lang=EN-US style='font-size:11.0pt; font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin;mso-fareast-theme-font: major-latin;mso-hansi-theme-font:major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>term</span></span><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font: major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin; mso-bidi-font-family:˳ÀÆ´Ì'> project presentation 20%<o:p></o:p></span></p> <p><b><span lang=EN-US style='font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin; mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'>4. Required texts and references<o:p></o:p></span></b></p> <p><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font: major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'>Required texts:<o:p></o:p></span></p> <p><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font: major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin; mso-bidi-font-family:"Times New Roman"'>S. Russell and P. <span class=SpellE>Norvig</span>. Artificial intelligence: a modern approach, 3rd edition, Prentice Hall 2010<o:p></o:p></span></p> <p><b><span lang=EN-US style='font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin; mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'>5. Course outline<o:p></o:p></span></b></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>1. Introduction, history <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>2. <span class=GramE>intelligent</span> agent <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>3. Uninformed search; term project sign-up <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>4. <span class=GramE>informed</span> search (heuristic search) <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>5. Logical agents, propositional/first-order logic <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>-------------------------------------------------<o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>6. <span class=GramE>game</span> search (midterm) <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>7. planning/acting <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>8. uncertainty/probability <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>9. <span class=GramE>probabilistic</span> reasoning <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>10. learning (inductive) <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>11. learning (statistical)<o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>------------------------------------<o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>12. <span class=GramE>rational</span> decision making<o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>13. <span class=GramE>language</span> and speech processing <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>14. <span class=GramE>knowledge</span> representation (final) <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>15. Student presentation (project)<o:p></o:p></span></p> <p><b><span lang=EN-US style='font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin; mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'><o:p>&nbsp;</o:p></span></b></p> <p><b><span lang=EN-US style='font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font:major-latin; mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'>6. <span class=GramE>logistics</span><o:p></o:p></span></b></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>- All lectures and presentations will be given in English, but students are allowed to ask questions in Korean. <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>- Term projects: Survey of practical AI systems and design/improvement of AI-related technology in the surveyed systems (survey + design + justification). <o:p></o:p></span></p> <p class=MsoNormal style='mso-pagination:none;mso-layout-grid-align:none; text-autospace:none'><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ"; mso-ascii-theme-font:major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font: major-latin;mso-bidi-font-family:˳ÀÆ´Ì'>- Term project class presentation (once in English) for total 20% of the grade.<o:p></o:p></span></p> <p><span lang=EN-US style='font-size:11.0pt;font-family:"ѹ@Ç à¬µ";mso-ascii-theme-font: major-latin;mso-fareast-theme-font:major-latin;mso-hansi-theme-font:major-latin'><o:p>&nbsp;</o:p></span></p> </div> </body> </html>