The Era of Agents 智能体纪元

-artificial intelligence | - online workshop | -Chinese

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:

  • 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.

  • 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.

  • 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.

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Schedule:

timezone: (GMT +8:00) Beijing, Perth, Singapore, Hong Kong
Start timeEnd timeDescription
2022-06-26 - 10:002022-06-26 - 11:30Workshop Introduction
2022-06-26 - 13:302022-06-26 - 16:30[Class 1] Environment Setting Up Session
[Class 2] Unity and C# Tutorial
[Homework] Environment Setting Up
2022-06-27 - 10:002022-06-27 - 11:00[Class 3] Game Environment and Physics Engine Tutorial
2022-06-27 - 13:302022-06-27 - 16:30[Class 4] Python Environment Tutorial
[Class 5] Reinforcement Learning Tutorial
2022-06-28 - 10:002022-06-28 - 11:00[Class 6] Using RL Agents to Train Game Models in Unity
2022-06-28 - 13:302022-06-28 - 16:30[Group Work] Model Designing and Training
2022-06-29 - 10:002022-06-29 - 11:00[Class 7] Final Project Introduction and Arrangement
2022-06-29 - 13:302022-06-29 - 16:30[Class 8] Group Work and Q&A
[Group Work] Model Designing and Training
2022-06-30 - 10:002022-06-30 - 11:30[Q&A] [Group Work] Model Training
2022-07-01 - 10:002022-07-01 - 11:30[Q&A] [Group Work] Model Training
2022-07-02 - 13:302022-07-02 - 16:30Final Review and Closing Ceremony

Instructors:

Xkool_ART

Disclaimer:
All workshops will accept 100 applications MAX.