Zhang, Junzi

5 publications

AISTATS 2022 On the Global Optimum Convergence of Momentum-Based Policy Gradient Yuhao Ding, Junzi Zhang, Javad Lavaei

AAAI 2022 Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods Xin Guo, Anran Hu, Junzi Zhang

AAAI 2021 Sample Efficient Reinforcement Learning with REINFORCE Junzi Zhang, Jongho Kim, Brendan O'Donoghue, Stephen P. Boyd

NeurIPS 2019 Learning Mean-Field Games Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang

ECML-PKDD 2018 Robust Super-Level Set Estimation Using Gaussian Processes Andrea Zanette, Junzi Zhang, Mykel J. Kochenderfer