2 citations · 3 across the 9 of their papers we have counts for
4 papers · 1 filter
A Resilient Distributed Algorithm for Solving Linear Equations
Jingxuan Zhu, Alvaro Velasquez, Ji Liu
This paper presents a resilient distributed algorithm for solving a system of linear algebraic equations over a multi-agent network in the presence of Byzantine agents capable of a…
Cooperative Actor-Critic via TD Error Aggregation
Martin Figura, Yixuan Lin, Ji Liu +1
In decentralized cooperative multi-agent reinforcement learning, agents can aggregate information from one another to learn policies that maximize a team-average objective function…
Resilient Constrained Consensus over Complete Graphs via Feasibility Redundancy
Jingxuan Zhu, Yixuan Lin, Alvaro Velasquez +1
This paper considers a resilient high-dimensional constrained consensus problem and studies a resilient distributed algorithm for complete graphs. For convex constrained sets with…
Reinforcement Learning based Distributed Control of Dissipative Networked Systems
K. C. Kosaraju, S. Sivaranjani, W. Suttle +2
We consider the problem of designing distributed controllers to stabilize a class of networked systems, where each subsystem is dissipative and designs a reinforcement learning bas…