61 citations · 64 across the 4 of their papers we have counts for
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cs.AI2022★ 1 cited
Distributed Interaction Graph Construction for Dynamic DCOPs in Cooperative Multi-agent Systems
Brighter Agyemang, Fenghui Ren, Jun Yan
DCOP algorithms usually rely on interaction graphs to operate. In open and dynamic environments, such methods need to address how this interaction graph is generated and maintained…
cs.MA2022★ 1 cited
Graphon Mean-Field Control for Cooperative Multi-Agent Reinforcement Learning
Yuanquan Hu, Xiaoli Wei, Junji Yan +1
The marriage between mean-field theory and reinforcement learning has shown a great capacity to solve large-scale control problems with homogeneous agents. To break the homogeneity…