Shicong Cen

Communication-Efficient Distributed Optimization in Networks with\n Gradient Tracking and Variance Reduction

Boyue Li, Shicong Cen, Yuxin Chen et al. · arXiv (Cornell University) · 2019 · 51 citations · Full text

Fast Global Convergence of Natural Policy Gradient Methods with Entropy Regularization

Shicong Cen, Cheng Chen, Yuxin Chen et al. · Operations Research · 2021 · 49 citations

Mathematical Programming, Artificial Intelligence, Engineering +20

Fast Global Convergence of Natural Policy Gradient Methods with Entropy Regularization

Shicong Cen, Cheng Chen, Yuxin Chen et al. · arXiv (Cornell University) · 2020 · 41 citations · Full text

Convergence of Distributed Stochastic Variance Reduced Methods Without Sampling Extra Data

Shicong Cen, Huishuai Zhang, Yuejie Chi et al. · IEEE Transactions on Signal Processing · 2020 · 25 citations · Full text

Cluster Computing, Engineering, Machine Learning +22

Policy Mirror Descent for Regularized Reinforcement Learning: A Generalized Framework with Linear Convergence

Wenhao Zhan, Shicong Cen, Baihe Huang et al. · SIAM Journal on Optimization · 2023 · 22 citations

Artificial Intelligence, Linear Convergence, Engineering +15