Deept Reinforcement Learning Algorithms and Architectures

This seminar introduces deep reinforcement learning with a focus on understanding how the modern algorithms work and how to implement them. We will also compare reinforcement learning to evolution strategies, supervised learning, and optimal control to better understand when reinforcement learning is appropriate.