Personalized Learning Through Reinforcement Learning: A Real-World Perspective on Education

Machine learning is the most significant part and area of artificial intelligence; it has emerged as a more effective tool for building intelligent systems for solving and taking action and decision-making problems enforcement learning has evolved. Reinforcement learning is developing more and more through learning by trial and error. This research paper elaborates on how reinforcement learning helps in the real world and their applications. How they work through reinforcement learning, and how they learn about the environment through trial and error. Keywords- Reinforcement learning, rewards, model, machine learning, education.