ttnt-00-introduction

8/7/2019 TTNT-00-Introduction

1/18

TR TU NHN TO

Gii thiu mn hc


2/18

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


3/18

Tr tu (Intelligence)3

Tr tu l g?

Tr tu hnh thnh nh th no? Ch c con ngi mi c tr tu?



4/18

Tri thc (Knowledge)4

L phn quan trng ca tr tu


D LIU

THNG TIN


5/18

Tr tu nhn to (Artificial

Intelligence)5 Quan im nh ngha AI thng chia thnh 4

nhmQu trnh suy ngh v lp lun


Suy ngh nh ngi Suy ngh hp l

Hnh ng nh ngi Hnh ng hp l

Hnh vi

Conngi

Shp l


6/18

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


behavior in artifacts." (Nilsson, 1998)


7/18

H thng minh (Intelligent Agent)7



8/18

Nn tng ca AI8



9/18


10/18

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,


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


11/18

Mt s thnh tu ca AI11



12/18

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*


Cc phng php tm kim cc b - Thut gii Ditruyn

Mt s bi ton v thut gii heuristic

Tr chi


13/18

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


Suy din vi logic bc nhtSuy din khng chc chn Bayes, H s chc

chn


14/18

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


Gii thiu v mng nron


15/18

Ti liu tham kho mn hc15

Ti liu mn hc

S. Russel and P.Norvig, Artificial Intelligent: AModern Approach. Second Edition. 2003


,Spring 2005,http://ocw.mit.edu/OcwWeb/Electrical-

Engineering-and-Computer-Science/6-034Spring-2005/CourseHome/index.htm


16/18

Thng tin mn hc16

Gio vin l thuyt: V Quc Hong ([email protected])

Gio vin thc hnh: V Quc Hong ([email protected]) N u n uc Bnh n binh fit.hcmus.edu.vn


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


17/18

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


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.


18/18

Thc mc18


ttnt-00-introduction

Documents