1 citations · 3 across the 5 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
eess.SY2022★ 1 cited
Weighted Age of Information based Scheduling for Large Population Games on Networks
Shubham Aggarwal, Muhammad Aneeq uz Zaman, Melih Bastopcu +1
In this paper, we consider a discrete-time multi-agent system involving cost-coupled networked rational agents solving a consensus problem and a central Base Station (BS), sche…
cs.LG2022★ 1 cited
Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path
Muhammad Aneeq uz Zaman, Alec Koppel, Sujay Bhatt +1
We consider online reinforcement learning in Mean-Field Games (MFGs). Unlike traditional approaches, we alleviate the need for a mean-field oracle by developing an algorithm that a…