An algebraic curve is a curve defined over by polynomial equations with coefficients in a given field. This thesis treats problems which arise from genus three curves over finite fields. An important tool for treating such curves is the Jacobian variety of the curve. One problem is how many points such a curve or twists of such a curve can have. A second problem is when a twist of the associated Jacobian variety is itself a Jacobian. We treat both of these questions in this thesis. We do not always restrict to the case of finite fields. In particular the second question has a moduli interpretation in terms of the moduli spaces of genus three curves and principally polarised Abelian varieties. Thus despite the origin of the problems treated ...