ttnt-00-introduction
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TR TU NHN TO
Gii thiu mn hc
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Ni dung trnh by2
Gii thiu tr tu nhn to
Ni dung mn hc Ti liu tham kho mn hc
Khoa CNTT - H KHTN - TP. HCM - 03/2010
Hnh thc nh gi
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Tr tu (Intelligence)3
Tr tu l g?
Tr tu hnh thnh nh th no? Ch c con ngi mi c tr tu?
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Tri thc (Knowledge)4
L phn quan trng ca tr tu
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D LIU
THNG TIN
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Tr tu nhn to (Artificial
Intelligence)5 Quan im nh ngha AI thng chia thnh 4
nhmQu trnh suy ngh v lp lun
Khoa CNTT - H KHTN - TP. HCM - 03/2010
Suy ngh nh ngi Suy ngh hp l
Hnh ng nh ngi Hnh ng hp l
Hnh vi
Conngi
Shp l
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Hnh ng hp l6
"Computational Intelligence is the study of
the design of intelligent agents." (Poole et al.,1998)
"AI . . .is concerned with intelli ent
Khoa CNTT - H KHTN - TP. HCM - 03/2010
behavior in artifacts." (Nilsson, 1998)
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H thng minh (Intelligent Agent)7
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Nn tng ca AI8
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Lc s ca AI10
1943 McCulloch & Pitts: M hnh ha mch bool ca b no 1950 Bi bo "Computing Machinery and Intelligence ca
Turing 1956 Hi ngh Dartmouth: "Artificial Intelligence" c khai
sinh 1950-59 Nhng chn trnh AI u tin, bao gm tr chi
checker ca Samuel's, Logic Theorist ca Newell & Simon,
Khoa CNTT - H KHTN - TP. HCM - 03/2010
1965 Robinson's complete algorithm for logical reasoning 1966-73 AI khm ph ra phc tp tnh ton
Nghin cu v neural network hu nh bin mt 1969-79 Nhng bc pht trin ban u ca cc h da tri thc 1980-- AI tr thnh ngnh cng nghip 1986-- Neural networks li tr nn thng dng 1987-- AI tr thnh mt ngnh khoa hc 1995-- S ni bt ca cc agent thng minh
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Mt s thnh tu ca AI11
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Ni dung mn hc12
Gii quyt vn bng phng php tm kim
(5 tun):Cc phng php tm kim m
Tm kim heuristic Tm kim A*
Khoa CNTT - H KHTN - TP. HCM - 03/2010
Cc phng php tm kim cc b - Thut gii Ditruyn
Mt s bi ton v thut gii heuristic
Tr chi
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Ni dung mn hc (tt)13
Biu din tri thc v lp lun (5 tun):
Gii thiu logic mnh Cc phng php suy din trn logic mnh
Lo ic b c nh t
Khoa CNTT - H KHTN - TP. HCM - 03/2010
Suy din vi logic bc nhtSuy din khng chc chn Bayes, H s chc
chn
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Ni dung mn hc (tt)14
My hc (4 tun):
Gii thiu v my hc, m hnh Nave BayesHc vi cy quyt nh
H c d a trn ii thch
Khoa CNTT - H KHTN - TP. HCM - 03/2010
Gii thiu v mng nron
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Ti liu tham kho mn hc15
Ti liu mn hc
S. Russel and P.Norvig, Artificial Intelligent: AModern Approach. Second Edition. 2003
Khoa CNTT - H KHTN - TP. HCM - 03/2010
,Spring 2005,http://ocw.mit.edu/OcwWeb/Electrical-
Engineering-and-Computer-Science/6-034Spring-2005/CourseHome/index.htm
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Thng tin mn hc16
Gio vin l thuyt: V Quc Hong (vqhoang@fit.hcmus.edu.vn)
Gio vin thc hnh: V Quc Hong (vqhoang@fit.hcmus.edu.vn) N u n uc Bnh n binh fit.hcmus.edu.vn
Khoa CNTT - H KHTN - TP. HCM - 03/2010
Trang web mn hc
http://courses.cs.hcmus.edu.vn/ t cu hi, trao i
Gii p thc mc Nhn thng bo Nhn/np bi tp
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Hnh thc nh gi17
L thuyt: 7/10 im Thi gia k: 2/10 im Thi cui k: 4/10 im Cc bi tp l thuyt: 1/10 im.
Thc hnh: 3/10 im
Khoa CNTT - H KHTN - TP. HCM - 03/2010
2 project: 2/10 i m Cc bi tp ci t: 1/10 im.
im cng: 2/10 im. Bt k trng hp gian ln no b pht hin trong qu
trnh hc, thi, bi tp, s b pht theo qui nh sau: Ln 1: tr 30% trn tng s im ca mn hc. Ln 2: tr 50% trn tng s im ca mn hc.
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Thc mc18
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