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2 years ago in Robotics By Rishabh Khanna

What is the primary purpose of using Neural Networks (NN) in robotic systems?

What core robotic capability do Neural Networks provide that traditional programming methods cannot easily achieve?

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By Pragati Answered 1 year ago

Neural Networks enable robots to learn from data and handle complex, unstructured tasks. Their main purposes are perception (object recognition, scene understanding), control (learning optimal policies via reinforcement learning), and state estimation (sensor fusion). They allow adaptation to new environments without explicit reprogramming.

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