1. Introduction

2. Background: RL, Multi-Goal RL Problems and Their Solutions

3. The Intrinsically Motivated Skills Acquisition Problem and the RL-IMGEP Framework

4. A Typology of Goal Representations in the Literature

5. How to Learn Goal Representations?

6. How to Prioritize Goal Selection?

7. Open Challenges

8. Discussion & Conclusion