238 citations · 432 across the 11 of their papers we have counts for
4 papers · 1 filter
Adversarial attacks in consensus-based multi-agent reinforcement learning
Martin Figura, Krishna Chaitanya Kosaraju, Vijay Gupta
Recently, many cooperative distributed multi-agent reinforcement learning (MARL) algorithms have been proposed in the literature. In this work, we study the effect of adversarial a…
Optimal Stationary State Estimation Over Multiple Markovian Packet Drop Channels
Jiapeng Xu, Guoxiang Gu, Vijay Gupta +1
In this paper, we investigate the state estimation problem over multiple Markovian packet drop channels. In this problem setup, a remote estimator receives measurement data transmi…
Data-Driven Incident Detection in Power Distribution Systems
Nayara Aguiar, Vijay Gupta, Rodrigo D. Trevizan +2
In a power distribution network with energy storage systems (ESS) and advanced controls, traditional monitoring and protection schemes are not well suited for detecting anomalies s…
On Stability and Convergence of Distributed Filters
Sayed Pouria Talebi, Stefan Werner, Vijay Gupta +1
Recent years have bore witness to the proliferation of distributed filtering techniques, where a collection of agents communicating over an ad-hoc network aim to collaboratively es…