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Machine Learning Algorithms used in Robotics

  • Supervised learning involves training models on labeled datasets, where each input is paired with the correct output.
  • Unsupervised learning deals with unlabeled data, allowing robots to autonomously detect patterns or groupings.
  • Reinforcement learning focuses on training agents through trial and error, where they receive feedback based on their actions.
  • Deep learning utilizes neural networks with multiple layers to model complex patterns in large datasets.

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