Recommended time: 3 months, Level: Advanced, Perequisite: Experience with Python, Probability, Machine Learning, & Deep Learning.
The course recommends the book by Miguel Morales who also gives a lecture within the programm:
- English: Grokking Deep Reinforcement Learning
The Deep Reinforcement Learning Nanodegree program teaches how to train AI agents to perform a variety of complex tasks.
- Navigation (Value-Based Methods)
- Continuous Control (Policy-Based Methods)
- Collaboration and Competition (Multi-Agent Reinforcement Learning)