A vehicular network simulator (SUMO+ns-3) encapsulated behind Gym API (OpenAI-Gym), which allows users to evaluate RL-enhanced vehicular network. Furthermore, the V2X-Gym accepts XML-format files as input to configure complex vehicular network simulation environment.