RoboGen is an autonomous robotic agent designed for automated robot learning. It operates as a self-guided system that can endlessly propose new tasks, generate corresponding simulation environments, and master new robotic skills without human intervention. The system is powered by a generative simulation engine called Genesis, which supports multi-material physics. RoboGen can handle rigid manipulation, locomotion tasks, and is designed to scale robot learning by automatically generating training data through simulation.