Tag: Reinforcement learning
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Understanding Reinforcement Learning: How Machines Learn from Experience
Introduction: What is Reinforcement Learning? At the heart of many advanced artificial intelligence (AI) systems lies Reinforcement Learning (RL)—a machine learning paradigm that allows agents (or machines) to learn from experience. Unlike supervised learning, where models are trained on labeled data, reinforcement learning enables machines to learn through trial and error, optimizing their behavior by…