Week Lecturer Num Topic Date Material
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