@article{understandinginversereinforcementlearnin, title = {Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality}, author = {Ruijia Zhang and Siliang Zeng and Chenliang Li and Alfredo Garcia and Mingyi Hong}, year = {2025}, eprint = {2503.17865}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.17865v1}, }