@article{conformalconstrainedpolicyoptimizationfo, title = {Conformal Constrained Policy Optimization for Cost-Effective LLM Agents}, author = {Wenwen Si and Sooyong Jang and Insup Lee and Osbert Bastani}, year = {2025}, eprint = {2511.11828}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.11828}, }