@article{improvingretrospectivelanguageagentsvia, title = {Improving Retrospective Language Agents via Joint Policy Gradient Optimization}, author = {Xueyang Feng and Bo Lan and Quanyu Dai and Lei Wang and Jiakai Tang and Xu Chen and Zhenhua Dong and Ji-Rong Wen}, year = {2025}, eprint = {2503.01490}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.01490v1}, }