@article{practoptimizingprincipledreasoningand, title = {PRACT: Optimizing Principled Reasoning and Acting of LLM Agent}, author = {Zhiwei Liu and Weiran Yao and JianGuo Zhang and Rithesh Murthy and Liangwei Yang and Zuxin Liu and Tian Lan and Ming Zhu and Juntao Tan and Shirley Kokane and Thai Hoang and Juan Carlos Niebles and Shelby Heinecke and Huan Wang and Silvio Savarese and Caiming Xiong}, year = {2024}, eprint = {2410.18528}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.18528v1}, }