Udacity – Deep Reinforcement Learning Nanodegree
Master the deep reinforcement learning skills that are powering amazing advances in AI. Then start applying these to applications like video games and robotics.
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Deep Reinforcement Learning COURSE CONTENT
Best in-class content by industry leaders in the form of bite-size videos and quizzes.
- 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.
Deep Reinforcement Learning Nanodegree Download Link
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