DDPG-AdaptConfig: A Deep Reinforcement Learning Framework for Adaptive Device Selection and Training Configuration in Heterogeneity Federated Learning
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE(2025)
Key words
Federated learning,Data heterogeneity,System heterogeneity,Reinforcement learning,Deep deterministic policy gradient
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