Sheng-Yang Wang

DiffDreamer: Coupling World Models with Differentiable Simulation for Agile Quadrotor Control

Tasks such as quadrotor dynamic-gate racing require agents to anticipate external motion while maintaining precise high-frequency control. World-model-based reinforcement learning provides a natural solution by learning latent dynamics for future imagination, yet it often entangles environmental evolution and the robot...