[Udacity] Deep Reinforcement Learning Nanodegree v1.0.0


[Udacity] Deep Reinforcement Learning Nanodegree v1.0.0

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: 2.29 GB

Download Now


Leave A Reply

Your email address will not be published.