@article{complementaryrltowardsefficientexperienc, title = {Complementary RL: Towards Efficient Experience-Driven Agent Learning}, author = {Dilxat Muhtar and Jiashun Liu and Wei Gao and Weixun Wang and Shaopan Xiong and Ju Huang and Siran Yang and Wenbo Su and Jiamang Wang and Ling Pan and Bo Zheng}, year = {2026}, eprint = {2603.17621}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.17621}, }