This study will investigate quetiapine fumarate XR (SEROQUEL XR®), a dibenzothiazepine derivative, as a potential medication for treating alcohol dependence. The immediate release form of quetiapine fumarate, SEROQUEL XR®, is approved by the FDA for treatment of schizophrenia and acute manic episodes associated with bipolar disorder. The extended release formulation (SEROQUEL XR®) is also approved by the FDA and is undergoing clinical investigation for the treatment of major depressive disorders, schizophrenia, generalized anxiety disorder, and alcohol dependence.