Introduction

COMP3170 Artificial Intelligence and Machine Learning Lecture 1 Hong Kong Baptist University

COMP 3170 (COMP3010/SCI3790/COMP4070) ,[object Object],[object Object],[object Object],[object Object],[object Object]

Assessment ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Tentative schedule Tentative schedule/topics: Knowledge representation & reasoning (II) (Ch. 9 & 10) Week 4: Feb. 8 Tutorial Week 5: Feb. 14 Uncertainty knowledge & reasoning (I) (Ch. 13) Week 5: Feb. 15 Tutorial Week 4: Feb. 7 Knowledge representation & reasoning (I) (Ch. 7 & 8) Week 3: Feb. 1 Tutorial Week 3: Jan. 31 Search (II) (Ch. 5) Week 2: Jan. 25 Tutorial Week 2: Jan. 24 Search (I) (Ch. 3 & 4) Week 1: Jan. 18 Introduction to AI & ML (Ch. 1 & 2) Week 1: Jan. 17 Topics Date

Tentative schedule Tentative schedule/topics: Holiday  Feb. 21 & 22 TBD Week 8: March 15 – Week 13: April 26 Tutorial Week 8: March 14 Concept learning and decision tree learning (Ch. 18) Week 7: March 8 Quiz 1 (50 minutes) Week 7: March 7 Uncertainty knowledge & reasoning (II) (Ch. 14) Week 6: March 1 Tutorial Week 6: Feb. 28 Topics Date

The History of Artificial Intelligence Chapter 1

What is AI? ,[object Object],[object Object],[object Object],[object Object]

Acting humanly: Turing Test ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Thinking humanly: cognitive modeling ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Thinking rationally: "laws of thought" ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Acting rationally: rational agent ,[object Object],[object Object],[object Object]

Rational agents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

AI prehistory ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Abridged history of AI ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

State of the art ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

AI Applications --- Others ... ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Discussion on Turing Test (The Imitation Game) ,[object Object],[object Object],[object Object],[object Object]

Agents ,[object Object],[object Object],[object Object],[object Object],[object Object]

Agents and environments ,[object Object],[object Object],[object Object],[object Object]

Vacuum-cleaner world ,[object Object],[object Object]

Rational agents ,[object Object],[object Object],[object Object]

Rational agents ,[object Object]

Rational agents ,[object Object],[object Object],[object Object],How to design a rational agent?

Task environment: PEAS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

PEAS ,[object Object],[object Object],[object Object],[object Object],[object Object]

PEAS ,[object Object],[object Object],[object Object],[object Object],[object Object],What kind of environment?

Environment types ,[object Object],[object Object],[object Object]

Environment types ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],The structure of a rational agent?

Agent functions and programs ,[object Object],[object Object],[object Object]

Table-lookup agent ,[object Object],[object Object],[object Object],[object Object],[object Object]

Agent types ,[object Object],[object Object],[object Object],[object Object],[object Object]

Introduction

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Introduction