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Reinforcement learning (RL) is a type of machine learning where agents learn to make decisions by receiving feedback from their environment. It is widely used in data-driven applications such as robotics, recommendation systems, and finance. Professionals can gain practical knowledge in implementing RL techniques by enrolling in a Data Science Course in Chennai at FITA Academy, which provides hands-on training for real-world applications.