gym-gazebo2 provides a simulation environment for training reinforcement learning agents on robotic systems. Built as an extension of the OpenAI Gym concept, it integrates with ROS 2 for robot middleware and Gazebo for physics-based simulation. The toolkit allows researchers to benchmark and develop robot behaviors through deep reinforcement learning techniques in a realistic simulated environment.