1 Introduction

2 Related Work

3 Fundamentals: Power Grids, Graph Neural Networks and Reinforcement Learning

4 Graph Reinforcement Learning for Transmission Networks

5 Graph Reinforcement Learning for Distribution Grids

6 Other Applications

7 Conclusion and Outlook