NSF award 2546185 · Villanova University

Collaborative Research: FMitF: Track I: Specification-Guided Multiagent Reinforcement Learning

Final report due

30 March 2030

in 1,259 days · The award ends on 30 November 2029.

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Award card

Award number: 2546185
Period of support: 1 Oct 2025 – 30 Nov 2029
Amount: $450,000
Awardee: Villanova University, Villanova, PA
Program: FMitF: Formal Methods in the F
Directorate: CSE

Abstract

Multi-agent systems (MAS) are pervasive with applications in various areas such as computer networks, robotics, and power grids. For example, multi-robot systems play a critical role in our society, including industrial robots in car assembly lines, hundreds of drones in a light show, and many vehicles in future autonomous ride-sharing services. Sequential decision-making is crucial to construct functional,…

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