Cheolho Park

MotionDiffuser: Controllable Multi-Agent Motion Prediction Using Diffusion

We present MotionDiffuser, a diffusion based representation for the joint distribution of future trajectories over multiple agents. Such representation has several key advantages: first, our model learns a highly multimodal distribution that captures diverse future outcomes. Second, the simple predi…