The research of the SocialCars Research Training Group is concerned with significantly improving the urban compatibility of future road traffic through cooperative approaches. “How can the individual players in road traffic make optimal use of the transport infrastructure so that safety is increased and congestion and environmental pollution are avoided?” This is the core question that examines the interaction of central (system-optimal) control and decentralized (user-optimal) action.