NavRL enables robots to safely navigate dynamic environments using reinforcement learning, as published in IEEE Robotics and Automation Letters 2025. The framework integrates with NVIDIA Isaac Sim for simulation and supports both ROS1 and ROS2 for robot integration. While originally designed for UAV navigation, it can be extended to any robot with a velocity-based control system.