Robosuite provides a standardized collection of robot simulation environments built on MuJoCo for reinforcement learning and robot learning research. It offers configurable robot embodiments, manipulation tasks, and composite controllers for training autonomous agents. The framework includes photorealistic rendering, sensor models, and dynamics randomization for realistic training scenarios.