Simulation environments are the backbone of autonomous vehicle (AV) development, providing a safe, cost-effective platform to test and refine algorithms. This chapter focuses on setting up simulation environments tailored for different operating systems and deployment scenarios. Additionally, it provides detailed explanations of key scripts, such as manual control and traffic generation, to help students and lecturers gain hands-on experience with simulation tools like CARLA and BlueICE.