When Diffusion Breaks Constraints: Sequential Autoregressive Generation with RL and MCTS
arXiv:2512.01242v3 Announce Type: replace-cross
Abstract: Data-driven generative models excel in language and vision, but diffusion models often fail in constrained planning and design tasks, exhibiting severe constraint violations in engineering inve…