Efficient Token-Level Policy Optimization for Masked Diffusion Models via Velocity Alignment.

arXiv:2603.01563v3 Announce Type: replace-cross Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) successfully aligns autoregressive models in rigorous domains like mathematical reasoning and code generation. However, applying RLVR to Diffusion L