Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts with the world. Understanding the importance and challenges of learning agents that make [...]

Reinforcement Learning Specialization

Reinforcement Learning

Function Approximation

Artificial Intelligence

Markov Decision Processes

Value Functions

Bellman Equation

Dynamic Programming