Description:
Required Skills: Unity (Beginner), C# (Beginner)
Required Software: Unity
Required Hardware: Desktop or Laptop (at least Windows 10)
Maximum number of participating students: 100
This is the fifth year for XKool Technology to hold a DigitalFutures workshop about AI. This time, we will focus on Reinforcement Learning and Metaverse scenes:
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Topics
What will future urban life be like in the meta-universe? What magic will be revealed in the metropolis if we all live in a world full of intelligent agents? Let’s explore and make them happen in virtual worlds first.
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Process
This workshop aims to introduce the use of artificial intelligence, especially the application of reinforcement learning in the vision of a meta-universe and virtual metropolis. Through the process, participants could acquire basic programming abilities and realize reinforcement learning through the Unity platform.
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Outcomes
Each group will be expected to complete a reinforcement learning-based agent model training in Unity. After the model training, the outcome is visualized in videos.
More information on previous workshops in 用“手绘涂鸦”获得城市变迁3D模型？来看小库在DigitalFUTURES工作坊讲了啥
Schedule:
timezone: (GMT +8:00) Beijing, Perth, Singapore, Hong Kong| Start time | End time | Description |
|---|---|---|
| 2022-06-26 - 10:00 | 2022-06-26 - 11:30 | Workshop Introduction |
| 2022-06-26 - 13:30 | 2022-06-26 - 16:30 | [Class 1] Environment Setting Up Session [Class 2] Unity and C# Tutorial [Homework] Environment Setting Up |
| 2022-06-27 - 10:00 | 2022-06-27 - 11:00 | [Class 3] Game Environment and Physics Engine Tutorial |
| 2022-06-27 - 13:30 | 2022-06-27 - 16:30 | [Class 4] Python Environment Tutorial [Class 5] Reinforcement Learning Tutorial |
| 2022-06-28 - 10:00 | 2022-06-28 - 11:00 | [Class 6] Using RL Agents to Train Game Models in Unity |
| 2022-06-28 - 13:30 | 2022-06-28 - 16:30 | [Group Work] Model Designing and Training |
| 2022-06-29 - 10:00 | 2022-06-29 - 11:00 | [Class 7] Final Project Introduction and Arrangement |
| 2022-06-29 - 13:30 | 2022-06-29 - 16:30 | [Class 8] Group Work and Q&A [Group Work] Model Designing and Training |
| 2022-06-30 - 10:00 | 2022-06-30 - 11:30 | [Q&A] [Group Work] Model Training |
| 2022-07-01 - 10:00 | 2022-07-01 - 11:30 | [Q&A] [Group Work] Model Training |
| 2022-07-02 - 13:30 | 2022-07-02 - 16:30 | Final Review and Closing Ceremony |
Instructors:
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Xkool_ART |
Disclaimer:
All workshops will accept 100 applications MAX.