Coordinated by: David-Olivier Saban, Principal Engineer at Amadeus Discover
FORMAT
Classroom
LOCATION
Campus SophiaTech, Lucioles
PREREQUISITES
Programming, especially C#. (Unity will be used for all workshops)
CAPACITY
15 DS4H students
About this thematic school
- Summary
-
The objective of this course is to break the varnish of artificial intelligence, to pose and reflect together on the needs, constraints and solutions that we can bring to the problems related to artificial intelligence in video games. And, while taking the magic out of artificial intelligence, we will become magicians ourselves. During this course you will be able to understand, discuss, analyze and apply the notions we will see together. There will be a part of the course on Unity, a part on paper and a part on CodinGame.
LEARNING OUTCOMES
- General introduction to AI
- Understanding the concrete uses of automation in Video Games
- Knowing the algorithms and their uses and limits
- Practicing programming techniques applied to AI for Video Games
- How to use LLMs and prompts.
We will discuss notions of path-finding (Djikstra, A*), complexity, modeling and we will see some interesting algorithms. We will also discuss some problems related to machine learning and make you want to learn more!
Finally, the course I'm doing is flexible. If you are more interested in some notions than others, we can, if time allows, study parts that do not necessarily appear in the initial offer. - Lecturer
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- David-Olivier Saban, Company Director
- Evaluation
-
Students will be evaluated on:
- Workshop 1 - Submission deadline: 30/05/2024, 12h00 - Campus SophiaTech Lucioles, room TD14 - 10% of the final grade
- Workshop 2 - Submission deadline: 30/05/2024, 12h00 - Campus SophiaTech Lucioles, room TD14 - 10% of the final grade
- Workshop Coding Game - Submission deadline: 30/05/2024, 12h00 - Campus SophiaTech Lucioles, room TD14 - 30% of the final grade
- Coding Game Contest - Submission deadline: 31/05/2024, 23h59 - 50% of the final grade
SCHEDULE SPRING 2024
This thematic school will not open this semester
Mind the evaluation modalities and deadlines in the "Evaluation" tab above.
|
Date |
Time |
Course title |
Location / room |
| 27/05/2024 | 9h00-12h00 | About Artificial Intelligence |
Campus SophiaTech Lucioles, room TD14 |
| 14h00-17h00 | Path Finding Step 1 | Campus SophiaTech Lucioles, room TD14 | |
| 28/05/2024 | 9h00-12h00 | Modeling and Algorithms |
Campus SophiaTech Lucioles, room TD14 |
| 14h00-17h00 | Introduction to Deep Learning, LLMs and Prompting |
Campus SophiaTech Lucioles, room TD14 |
|
| 29/05/2024 | 9h00-12h00 | Team up and CODINGAME |
Campus SophiaTech Lucioles, room TD08 |
| 14h00-17h00 | Pathfinding Step 2 | Campus SophiaTech Lucioles, room TD08 | |
| 30/05/2024 | 9h00-12h00 | Complexity |
Campus SophiaTech Lucioles, room TD14 |
| 31/05/2024 | 9h00-12h00 | CodingGame Contest |
Campus SophiaTech Lucioles, room TD14 |