arXiv · 2025 · Preprint

Atomic Skills are the Prerequisite: When Reinforcement Learning Synthesizes Compositional Reasoning, and When It Only Amplifies

Sitao Cheng, Xunjian Yin, Ruiwen Zhou, Yuxuan Li, Xinyi Wang, Liangming Pan, W. Wang, Victor Zhong

Date
2025-12-01
Citations
5
arXiv
2512.01970
Cite
@misc{cheng2025atomic,
  title = {Atomic Skills are the Prerequisite: When Reinforcement Learning Synthesizes Compositional Reasoning, and When It Only Amplifies},
  author = {Sitao Cheng and Xunjian Yin and Ruiwen Zhou and Yuxuan Li and Xinyi Wang and Liangming Pan and W. Wang and Victor Zhong},
  year = {2025},
  eprint = {2512.01970},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.01970},
}