2 papers
cs.MA2026
MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems
Licheng Wang, Mingtao Huang, Yuan Shen
Cooperative task scheduling in communication-constrained distributed multi-agent systems is challenging because each agent must make decisions from partial and dynamic observations…
cs.LG2026
EGAM: Extended Graph Attention Model for Solving Routing Problems
Licheng Wang, Yuzi Yan, Mingtao Huang +1
Neural combinatorial optimization (NCO) solvers, implemented with graph neural networks (GNNs), have introduced new approaches for solving routing problems. Trained with reinforcem…