@article{cancompactlanguagemodelssearchlikeagents, title = {Can Compact Language Models Search Like Agents? Distillation-Guided Policy Optimization for Preserving Agentic RAG Capabilities}, author = {Rikuto Kotoge and Mai Nishimura and Jiaxin Ma}, year = {2025}, eprint = {2508.20324}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.20324}, }