84 citations · 558 across the 52 of their papers we have counts for
9 papers · 1 filter
Learning Stabilizing Controllers of Linear Systems via Discount Policy Gradient
Feiran Zhao, Xingyun Fu, Keyou You
Stability is one of the most fundamental requirements for systems synthesis. In this paper, we address the stabilization problem for unknown linear systems via policy gradient (PG)…
Multi-period facility location and capacity planning under -Wasserstein joint chance constraints in humanitarian logistics
Zhuolin Wang, Keyou You, Zhengli Wang +1
The key of the post-disaster humanitarian logistics (PD-HL) is to build a good facility location and capacity planning (FLCP) model for delivering relief supplies to affected areas…
Innovation Compression for Communication-efficient Distributed Optimization with Linear Convergence
Jiaqi Zhang, Keyou You, Lihua Xie
Information compression is essential to reduce communication cost in distributed optimization over peer-to-peer networks. This paper proposes a communication-efficient linearly con…
Networked Aggregative Games with Linear Convergence
Rongping Zhu, Jiaqi Zhang, Keyou You
This paper considers a networked aggregative game (NAG) where the players are distributed over a communication network. By only communicating with a subset of players, the goal of…
Global Convergence of Policy Gradient Primal-dual Methods for Risk-constrained LQRs
Feiran Zhao, Keyou You, Tamer Başar
While the techniques in optimal control theory are often model-based, the policy optimization (PO) approach directly optimizes the performance metric of interest. Even though it ha…
Quantized Distributed Gradient Tracking Algorithm with Linear Convergence in Directed Networks
Yongyang Xiong, Ligang Wu, Keyou You +1
Communication efficiency is a major bottleneck in the applications of distributed networks. To address the problem, the problem of quantized distributed optimization has attracted…