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Reinforcement Learning

Technology · General Knowledge · Artificial Intelligence

Reinforcement learning is a type of machine learning where agents learn through trial and error, interacting with their environment to maximize rewards and minimize penalties. In this unit, you will explore the fundamental concepts and algorithms of reinforcement learning, enabling you to build intelligent agents that can make optimal decisions in complex environments.

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Jetzt übenReinforcement LearningTechnology · General Knowledge · Artificial Intelligence · 52 AufgabenJetzt üben

Das gehört dazu

  • Introduction to reinforcement learning
  • Markov decision processes
  • Value-based reinforcement learning
  • Policy-based reinforcement learning
  • Deep reinforcement learning
  • Applications of reinforcement learning

Stichworte

  • reinforcement learning
  • agents
  • environments
  • rewards
  • penalties
  • Q-learning
  • SARSA
  • deep reinforcement learning

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