About the Course

Most robots today can only do simple things as programmed by professionals. If the tasks have changes, the robots need to be re-programmed. Therefore, the robots cannot adapt to product changes. With the development of Artificial Intelligence, we can teach robots to learn skills. Robotic Learning is a course covering the AI technology which is the fundamentals for the next generation robots. 

Main Contents

Robots and Applications 
Challenges with Current Deep Reinforcement Learning 
Deep Imitation Learning
Soft Actor-Critic and Applications
Meta Learning
Hierarchical Reinforcement Learning
Vision-based Robotic Manipulation