@article{whatmakesvaluelearningefficientinresidua, title = {What Makes Value Learning Efficient in Residual Reinforcement Learning?}, author = {Guozheng Ma and Lu Li and Haoyu Wang and Zixuan Liu and Pierre-Luc Bacon and Dacheng Tao}, year = {2026}, eprint = {2602.10539}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.10539}, }