Deep Reinforcement Learning
- Certification
- Certificate of completion
- Duration
- 10 weeks, 9-15 hrs/week
- Price Value
- $4200
- Difficulty Level
- Introductory
Humans, animals, and robots faced with the world must make decisions and take actions in the world. Moreover, the decisions they choose affect the world they exist in - and those outcomes must be taken into account. This course is about algorithms for deep reinforcement learning - methods for learning behavior from experience, with a focus on practical algorithms that use deep neural networks to learn behavior from high-dimensional observations.
This course is complementary to CS234: Reinforcement Learning with neither being a pre-requisite for the other. In comparison to CS234, this course will have a more applied and deep learning focus and an emphasis on use-cases in robotics and motor control
Topics Include