Overview
Syllabus
Intro
Machine Learning for Gaming Al
Unity ML Agents Workflow
What are Agents?
How can agents be used in games?
Set Up Game for Training
Training Methods
Reinforcement Learning Process
Example: Chicken Crossing the Road
Included ML Agents Training Examples
3D Balance Ball
Curriculum Learning
Multi-Agent Soccer Training
Curiosity-Driven Exploration
Pyramids Environment
External reward only
Curiosity and external reward
Machine Learning Inference
Challenges of Inference - Computation Complexity
Challenges of Inference - Platforms to support
Unity Inference Solution
Unity Labs Inference Engine
Thank you!
Taught by
Unity