1 Introduction  
2 Background  
3 Categories of Model-based Reinforcement Learning  
4 Dynamics Model Learning  
5 Integration of Planning and Learning  
6 Implicit Model-based Reinforcement Learning  
7 Benefits of Model-based Reinforcement Learning  
8 Theory of Model-based Reinforcement Learning  
9 Related Work  
10 Discussion  
11 Summary