Proposal-Conditioned Latent Diffusion for Closed-Loop Traffic Scenario Generation

Shubham Vaijanath Phoolari, Aleyna Kara, Christoph Lauer +1

Closed-loop traffic simulation remains challenging because it must generate interactive multi-agent behaviors that are scene-consistent and controllable throughout rollout. Prior d…