@article{learningnottooptimizephysicsinformedacti, title = {Learning Not to Optimize: Physics-Informed Action-Space Reshaping for Intent-Based Network Control}, author = {Zuyuan Zhang and Vaneet Aggarwal and Tian Lan}, year = {2026}, eprint = {2608.00908}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.00908}, }