An Introduction to Deep Reinforcement Learning

Understand

Deep reinforcement learning is the combination of reinforcement learning (RL) and deep learning.

• This field of research has been able to solve a wide range of complex decision-making tasks that were previously out of reach for a machine.
• Thus, deep RL opens up many new applications in domains such as healthcare, robotics, smart grids, finance, and many more.
• This manuscript provides an introduction to deep reinforcement learning models, algorithms and techniques.