1 Introduction

2 Technical Background

3 Bayesian Bandits

4 Model-based Bayesian Reinforcement Learning

5 Model-free Bayesian Reinforcement Learning

6 Risk-aware Bayesian Reinforcement Learning

7 BRL Extensions

8 Outlook