This study will evaluate the safety and efficacy of ALKS33 (RDC-0313) compared with placebo in adults with alcohol dependence. There will be 11 study visits conducted over a period of about 4 months. The study period includes a screening visit, a 12-week treatment period, and a follow-up visit.