CE213 Topic Schedule


Week

Lecture Topics

Class Topics

Tests and Assignments

2

Introduction to Module

What is Artificial Intelligence?

Problem Solving and State Space Representation

Philosophical Problems of AI

“Search/Try + Evaluation” Approach to Problem Solving

 

3

Blind Search Methods

Heuristic Search Methods

State Space Representation of a Problem

Blind Search

 

4

Game Playing

Blind Search and Heuristic Search

Assignment 1 Issued

5

Expert Systems (Rule Based Systems)

Forward and Backward Chaining

Game Playing (minimax search, MCTS)

 

6

MYCIN – An Expert System

Forward Chaining, Backward Chaining

Reasoning with Uncertainty

Progress Test 1

7

Introduction to Machine Learning

Decision Tree Induction

Introduction to Machine Learning

Feedback on Progress Test

 

8

Decision Tree Induction

Neural Computing

Decision Tree Induction

Assignment 1 due in

 

9

Learning in Neural Networks

Neural Computing

10

Clustering

Reinforcement Learning

Clustering

Reinforcement Learning

 

11

Genetic Algorithms

Intelligent Agents

 

 Progress Test 2

 


CE213 Home Page

Last modified: 18th Sept. 2017