| 1 |
Heitor |
1 |
Introduction |
28/02/23 |
PDF |
| Heitor |
2 |
Search (1/2): Search Algorithms |
2/03/23 |
PDF (updated on 02/03) |
| Prof Meng |
|
Tutorial 1: History of AI |
3/03/23 |
|
| 2 |
Yi |
3 |
Search (2/2): Search Algorithms |
7/03/23 |
PDF |
| Yi |
4 |
Machine Learning: Paradigms, Supervised Learning and Evaluation |
9/03/23 |
PDF |
| Yi |
|
Tutorial 2 |
10/03/23 |
PPT |
| 3 |
Heitor |
5 |
Machine Learning: K-Nearest Neighbours and K-fold Cross Validation |
14/03/23 |
PDF (updated on 14/03) |
| Heitor |
6 |
Machine Learning: Decision Trees |
16/03/23 |
PDF (updated on 16/03) |
| Heitor |
|
Tutorial 3 |
17/03/23 |
PDF |
| 4 |
Yi |
7 |
Neural Networks: Perceptron learning |
21/03/23 |
PDF |
| Yi |
8 |
Neural Networks: Back Propagation |
23/03/23 |
PDF |
| Junhong |
|
Tutorial 4 |
24/03/23 |
PDF pptx (updated on 21/06) |
| 5 |
Yi |
9 |
Neural Networks: Neural Engineering |
28/03/23 |
PDF |
| Fangfang |
10 |
Evolutionary Computation (1): Evolutionary Computation and Learning |
30/03/23 |
PDF pptx |
| Fangfang |
|
Tutorial 5 |
31/03/23 |
PDF pptx |
| 6 |
Fangfang |
11 |
Evolutionary Computation (2): Genetic Programming |
4/04/23 |
PDF pptx |
| Fangfang |
12 |
Evolutionary Computation (3): Genetic Programming for Regression and Classification |
6/04/23 |
PDF pptx |
| -- |
|
Public holiday (no tutorial) |
7/04/23 |
|
| Trimester Break |
10/04/2023 until 21/04/2023 |
|
|
| 7 |
-- |
|
Public holiday (no lecture) |
25/04/23 |
|
| Heitor |
13 |
Machine learning: Unsupervised Learning (k-means, DBSCAN) |
27/04/23 |
PDF |
| Heitor |
|
Tutorial 6 |
28/04/23 |
PDF |
| 8 |
Heitor |
14 |
Reasoning Under Uncertainty 1: Probability Basics |
2/05/23 |
PDF |
| Heitor |
15 |
Reasoning Under Uncertainty 2: Naive Bayes Classifier |
4/05/23 |
PDF (updated on 04/05) |
| -- |
|
Test 1 |
5/05/23 |
|
| 9 |
Heitor |
16 |
Reasoning Under Uncertainty 3: Introduction to Bayesian Network |
9/05/23 |
PDF |
| Heitor |
17 |
Reasoning Under Uncertainty 4: How to build a Bayesian Network |
11/05/23 |
PDF |
| Heitor |
|
Tutorial 7 |
12/05/23 |
PDF (updated on 12/05) |
| 10 |
Yi |
18 |
Planning and Scheduling: Classical Planning |
16/05/23 |
PPT |
| Yi |
19 |
Planning and Scheduling: From Planning to Scheduling |
18/05/23 |
PPT, Notebook |
| Yi |
|
Tutorial 8 |
19/05/23 |
PDF, Planning Example, Scheduling Example |
| 11 |
Yi |
20 |
Planning and Scheduling: Dynamic Scheduling |
23/05/23 |
PPT, Notebook |
| Yi |
21 |
Planning and scheduling: Routing |
25/05/23 |
PPT, Notebook |
| Yi |
|
Tutorial 9 |
26/05/23 |
PDF, Example |
| 12 |
Mengjie Zhang |
22 |
Overview, Other Topics and Other Information (Part 1) |
30/05/23 |
PDF |
| Mengjie Zhang |
23 |
Overview, Other Topics and Other Information (Part 2) |
1/06/23 |
PDF |
| |
|
Course Review |
2/06/23 |
PDF |
pdf 
pptx