1 Introduction  
2 Formulation  
3 Deep RL for Sequential Decision-Making  
4 Sequential Decision-Making as Sequence Modeling Problems  
5 How the Transformer Helps Sequential Decision-Making  
6 Training Systems  
7 Discussion and Future Prospects  
8 Conclusions