Reputation-driven Cooperation in Lattice-based Decentralized Federated Learning through Evolutionary Game Theory
This work model peer-to-peer (P2P) interactions on a lattice network structure under the assumption of bounded rationality and forms a comprehensive payoff matrix incorporating training costs, communication overhead, and cooperative rewards, while tailoring a strategy update rule that captures spatial propagation dynam...