@article{finitetimeglobaloptimalityconvergencein, title = {Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning}, author = {Zhiyao Zhang and Myeung Suk Oh and FNU Hairi and Ziyue Luo and Alvaro Velasquez and Jia Liu}, year = {2025}, eprint = {2505.18433}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.18433v1}, }