OmniDrones provides a highly efficient and flexible simulation environment for training reinforcement learning agents to control multi-rotor drones. The platform includes benchmark tasks and algorithm baselines for drone control research. It is built on Nvidia Isaac Sim for physics-based simulation and supports Python-based RL development.