IR-SIM is an open-source robotics simulator that provides a YAML-driven framework for modeling robots, sensors, and environments with built-in collision detection. It supports diverse robot kinematics and behaviors, enabling rapid prototyping of learning algorithms for navigation and multi-agent scenarios. The tool targets academic and educational use with minimal hardware requirements.