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IEEE Philly - AI for Control: Reinforcement Learning
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About this event
AI for Control: Reinforcement Learning
Date: Wednesday April 23, 2025
Time: 6:30 PM to 09:00 PM
Location: Virtual
Reinforcement learning, a subset of artificial intelligence, is a computational approach that models decision-making by exploring the cause-and-effect relationships between actions and rewards. It provides a framework for solving optimization problems where an agent interacts with its environment and refines its policies over time. Closely related to both optimal and adaptive control, reinforcement learning has significant applications in control systems. This study explores the fundamental principles of reinforcement learning and its integration into control applications.
Upon completion of this program, you'll walk away with:
- A solid understanding of reinforcement learning fundamentals as a subset of artificial intelligence
- The relationship between artificial intelligence, reinforcement learning, and optimal control.
- Practical skills in designing, training, and deploying reinforcement learning-based controllers for dynamic systems.
- The ability to understand the value-based reinforcement learning methods for optimization.
- The confidence to apply reinforcement learning techniques to real-world control problems in robotics, automation, and beyond.
Register to Attend
https://events.vtools.ieee.org/m/467824