@article{deepcompressadualrewardstrategyfordynami, title = {DeepCompress: A Dual Reward Strategy for Dynamically Exploring and Compressing Reasoning Chains}, author = {Tian Liang and Wenxiang Jiao and Zhiwei He and Jiahao Xu and Haitao Mi and Dong Yu}, year = {2025}, eprint = {2510.27419}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.27419}, }