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Reinforcement Learning in Robotics AI: Reinforcement learning is a critical area of AI research that enables robots to learn from trial and error. By rewarding positive outcomes and penalizing failures, robots can improve their decision-making abilities, leading to more efficient and adaptive behavior in various tasks.

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