Model-based Reinforcement Learning: 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 References