PolicySim: An LLM-Based Agent Social Simulation Sandbox for Proactive Policy Optimization.

@inproceedings{huang-2026-policysim, author = {Renhong Huang and Ning Tang and Jiarong Xu and Yuxuan Cao and Qingqian Tu and Sheng Guo and Bo Zheng and Huiyuan Liu and Yang Yang}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{PolicySim: An LLM-Based Agent Social Simulation Sandbox for Proactive Policy Optimization}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {4781--4792}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792555}, doi = {https://doi.org/10.1145/3774904.3792555} }