3 papers
math.OC2025
On Equivalence Between Decentralized Policy-Profile Mixtures and Behavioral Coordination Policies in Multi-Agent Systems
Nouman Khan, Vijay G. Subramanian
Constrained decentralized team problem formulations are good models for many cooperative multi-agent systems. Constraints necessitate randomization when solving for optimal solutio…
cs.SI2023
Backward and Forward Inference in Interacting Independent-Cascade Processes: A Scalable and Convergent Message-Passing Approach
Nouman Khan, Kangle Mu, Mehrdad Moharrami +1
We study the problems of estimating the past and future evolutions of two diffusion processes that spread concurrently on a network. Specifically, given a known network $G=(V, \ove…
eess.SY2022
Rarest-First with Probabilistic-Mode-Suppression
Nouman Khan, Mehrdad Moharrami, Vijay Subramanian
Recent studies suggested that the BitTorrent's rarest-first protocol, owing to its work-conserving nature, can become unstable in the presence of non-persistent users. Consequently…