Reinforcement Machine Learning

in aiml •  9 months ago 

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Let us learn on reinforcement learning.

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Reinforcement Learning :

  • Reinforcement Learning is based on AI agent automatically learning from experience and improve its performance.

  • The agent gets rewarded for each good action and gets punished for bad actions.

  • In reinforcement learning there is no labelled data like supervisor learning and the agents learn from their experiences only.

  • The reinforcement learning process is similar to human beings day-to-day life experience.

  • Reinforcement learning is categorized in two types, Positive Reinforcement Learning and Negative Reinforcement Learning.

  • Reinforcement Learning is used in fields like Game theory, Information theory, Robotics, etc.

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