Can I read Monte Carlo Learning in Control Systems on EtoBox?
Monte Carlo Learning in Control Systems by Ahmet Çelik is a document available to read on EtoBox.
What is Monte Carlo Learning in Control Systems about?
The document discusses computational control and Monte Carlo learning, focusing on policy iteration and value iteration methods that rely on model information. It explores the challenges of finding optimal policies without model information, including the use of Q functions and the Bellman equation. Additionally, it addresses the concepts of exploration vs. exploitation, scalability of Q functions, and the projected Bellman equation for model-free solutions.
- Author
- Ahmet Çelik
- Language
- EN