I agree with you, that’s also my intuition (decentralized/local learning should outperform localized). But we also worked for years on multi-agent DL, hoping it will have advantages over centralized (gradients flowing up to the objective function) and it still seems centralized
Decentralized vs Centralized Learning in Multi-Agent Deep Learning
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