Control and Reinforcement Learning

4 Units.

Introduction to learning agents that make sequences of decisions to interact with a system and control it. The main focus is reinforcement learning from a reward signal, with emphasis on algorithms that can learn differentiable policy parametrizations (Deep Reinforcement Learning).