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cs.MA2025
Shapley Machine: A Game-Theoretic Framework for N-Agent Ad Hoc Teamwork
Jianhong Wang, Yang Li, Samuel Kaski +1
Open multi-agent systems are increasingly important in modeling real-world applications, such as smart grids, swarm robotics, etc. In this paper, we aim to investigate a recently p…
cs.MA2025
Bottom-Up Reputation Promotes Cooperation with Multi-Agent Reinforcement Learning
Tianyu Ren, Xuan Yao, Yang Li +1
Reputation serves as a powerful mechanism for promoting cooperation in multi-agent systems, as agents are more inclined to cooperate with those of good social standing. While exist…