Distributed Multi-Agent Coordination Using Multi-Modal Foundation Models

S Mahmud, DB Goldfajn, S Zilberstein - arXiv preprint arXiv:2501.14189, 2025 - arxiv.org
Distributed Constraint Optimization Problems (DCOPs) offer a powerful framework for multi-
agent coordination but often rely on labor-intensive, manual problem construction. To …

Large-scale, dynamic and distributed coalition formation with spatial and temporal constraints

L Capezzuto, D Tarapore, SD Ramchurn - … 2021, Virtual Event, June 28–29 …, 2021 - Springer
Abstract The Coalition Formation with Spatial and Temporal constraints Problem (CFSTP) is
a multi-agent task allocation problem in which few agents have to perform many tasks, each …

Large-scale, dynamic and distributed multi-agent coordination for real-time systems

L Capezzuto - 2021 - eprints.soton.ac.uk
The Coalition Formation with Spatial and Temporal constraints Problem (CFSTP) is
designed to characterise scenarios at the intersection between task allocation and coalition …