Showing cs.MAShow all
2 papers · 1 filter
cs.MA2026
EcoFair-CH-MARL: Scalable Constrained Hierarchical Multi-Agent RL with Real-Time Emission Budgets and Fairness Guarantees
Saad Alqithami
Global decarbonisation targets and tightening market pressures demand maritime logistics solutions that are simultaneously efficient, sustainable, and equitable. We introduce EcoFa…
cs.MA2025
Adaptive Accountability in Networked MAS: Tracing and Mitigating Emergent Norms at Scale
Saad Alqithami
Large-scale networked multi-agent systems increasingly underpin critical infrastructure, yet their collective behavior can drift toward undesirable emergent norms such as collusion…