Currently, the use of information and communication technologies for solving economic, social, transportation, other problems in urban environment is usually considered within smart city concept. Optimal traffic management and, particular, signal control one key components cities. In this paper, we investigate reinforcement learning approach, namely, double Q-learning to solve problem. Both ini...