@conference {706006,
	title = {Regularized Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity },
	year = {Submitted},
	url = {https://arxiv.org/abs/2306.11626},
	author = {Runyu Zhang and Hu, Yang and Li., Na}
}
@conference {679462,
	title = {Gradient play in stochastic games: stationary points, convergence, and sample complexity},
	year = {Submitted},
	url = {https://arxiv.org/abs/2106.00198},
	author = {Runyu Zhang and Zhaolin Ren and Li., Na}
}
@conference {706001,
	title = {Markov Games with Decoupled Dynamics: Price of Anarchy and Sample Complexity},
	booktitle = {Conference on Decision and Control (CDC)},
	year = {2023},
	url = {https://arxiv.org/abs/2304.03840},
	author = {Runyu Zhang and Yuyang Zhang and Rohit Konda and Bryce Furguson and Jason Marden and Li., Na}
}
@conference {696244,
	title = {Multi-Agent Reinforcement Learning with Reward Delays},
	booktitle = {Learning for Dynamics and Control Conference (L4DC)},
	year = {2023},
	url = {https://arxiv.org/abs/2212.01441},
	author = {Yuyang Zhang and Runyu Zhang and Gen Li and Yuantao Gu and Li., Na}
}
@conference {696245,
	title = {On the Optimal Control of Network LQR with Spatially-Exponential Decaying Structure},
	booktitle = {American Control Conference (ACC)},
	year = {2023},
	url = {https://arxiv.org/abs/2209.14376},
	author = {Runyu Zhang and Li, Weiyu and Li., Na}
}
@conference {694575,
	title = {On the Relationship of Optimal State Feedback and Disturbance Response Controllers},
	booktitle = {International Federation of Automatic Control (IFAC)},
	year = {2023},
	url = {https://scholar.harvard.edu/files/runyu-cathy-zhang/files/sedlqr-relationship.pdf},
	author = {Runyu Zhang and Zheng, Yang and Li, Weiyu and Li., Na}
}
@conference {693362,
	title = {On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games},
	booktitle = {Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)},
	year = {2022},
	url = {https://arxiv.org/abs/2202.00872},
	author = {Runyu Zhang and Jincheng Mei and Bo Dai and Dale Schuurmans and Li., Na}
}
@conference {687255,
	title = {Gradient Play in Stochastic Games: Stationary Points and Local Geometry},
	booktitle = {25th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2022)},
	year = {2022},
	url = {https://drive.google.com/file/d/1quEJpEUGGvc5zqCdkbUBaqwTzG3saiRb/view?usp=sharing},
	author = {Runyu Zhang and Zhaolin Ren and Li., Na}
}
@conference {694574,
	title = {Policy Optimization for Markov Games: Unified Framework and Faster Convergence},
	booktitle = {Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)},
	year = {2022},
	url = {https://arxiv.org/abs/2206.02640},
	author = {Runyu Zhang* and Qinghua Liu* and Wang, Huan and Caiming Xiong and Na. Li and Bai, Yu}
}
@article {679615,
	title = {Distributed reinforcement learning for decentralized linear quadratic control: A derivative-free policy optimization approach},
	journal = {IEEE Transactions on Automatic Control},
	year = {2021},
	url = {https://arxiv.org/abs/1912.09135},
	author = {Yingying Li and Tang, Yujie and Runyu Zhang and Li., Na}
}
@conference {679613,
	title = {On the Regret Analysis of Online LQR Control with Predictions},
	booktitle = {2021 American Control Conference},
	year = {2021},
	url = {https://arxiv.org/abs/2102.01309},
	author = {Runyu Zhang and Yingying Li and Li., Na}
}
@conference {679614,
	title = {Neural nonnegative matrix factorization for hierarchical multilayer topic modeling},
	booktitle = {2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
	year = {2019},
	url = {https://ieeexplore.ieee.org/abstract/document/9022678},
	author = {Mengdi Gao and Jamie Haddock and Denali Molitor and Deanna Needell and Eli Sadovnik and Tyler Will and Runyu Zhang}
}
