Reinforcement interventions have pronounced effects on reducing cocaine use. This study will evaluate a novel approach in which reinforcement frequency varies by patient performance. To test efficacy, 280 patients with cocaine use disorder will be randomly assigned to: standard care, standard care plus traditional twice weekly reinforcement, or standard care plus adaptive variable interval reinforcement.