Guo, Mengzi Amy

3 publications

JAIR 2025 Policy-Based Primal-Dual Methods for Concave CMDP with Variance Reduction Donghao Ying, Mengzi Amy Guo, Hyunin Lee, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen

NeurIPS 2023 No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand Mengzi Amy Guo, Donghao Ying, Javad Lavaei, Zuo-Jun Shen

AAAI 2023 Policy-Based Primal-Dual Methods for Convex Constrained Markov Decision Processes Donghao Ying, Mengzi Amy Guo, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen