Self-Learning Systems

Course Description & Learning Outcomes

This course presents the core theory and algorithms of reinforcement learning and evolutionary learning techniques, and practical skills and strategies for real-world industrial implementations. At the end of the course, participants will be able to: - Identify the requirements for self-learning systems in various industrial applications - Understand the fundamentals of reinforcement learning and evolutionary learning techniques - Design and develop self-learning systems using reinforcement learning and evolutionary learning techniques - Assess the system performance and suggest possible improvements