@article{thinkingwithdeltasincentivizingreinforce, title = {Thinking with Deltas: Incentivizing Reinforcement Learning via Differential Visual Reasoning Policy}, author = {Shujian Gao and Yuan Wang and Jiangtao Yan and Zuxuan Wu and Yu-Gang Jiang}, year = {2026}, eprint = {2601.06801}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.06801}, }