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[Udacity] Deep Reinforcement Learning Nanodegree v1.0.0

Deep Reinforcement Learning Master the deep reinforcement learning skills that are powering amazing advances in AI. Then start applying these to applications like video games and robotics. 1 Term 4 Months Study 10-15 hrs / week Size: 


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Deep Reinforcement Learning

Master the deep reinforcement learning skills that are powering amazing advances in AI. Then start applying these to applications like video games and robotics.

  • 1 Term
  • 4 Months
  • Study 10-15 hrs / week
  • Foundations of Reinforcement Learning

    Master the fundamentals of reinforcement learning by writing your own implementations of many classical solution methods.

  • Value-Based Methods

    Apply deep learning architectures to reinforcement learning tasks. Train your own agent that navigates a virtual world from sensory data.

  • Policy-Based Methods

    Learn the theory behind evolutionary algorithms and policy-gradient methods. Design your own algorithm to train a simulated robotic arm to reach target locations.

  • Multi-Agent Reinforcement Learning

    Learn how to apply reinforcement learning methods to applications that involve multiple, interacting agents. These techniques are used in a variety of applications, such as the coordination of autonomous vehicles.

Size: 2.29G

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