Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models

Yawen Shao, Jie Xiao, Kai Zhu +6

Reinforcement learning (RL) holds immense promise for enhancing the reasoning capabilities of diffusion large language models (dLLMs). However, progress is fundamentally constraine…