1. Introduction

2. Definition and basic properties

3. Basic properties of twisted invariants

4. Distinguishing knots and links

5. Twisted Alexander polynomials and concordance

6. Twisted Alexander polynomials, the Thurston norm and fibered manifolds

7. Twisted invariants of knots and special representations

9. Twisted Alexander polynomials of CW-complexes and groups

11. Open questions and problems