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:
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.
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.
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|
All workshops will accept 100 applications MAX.