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Convergence Guarantees for Federated SARSA with Local Training and Heterogeneous Agents
FedSARSA with linear approximation and local training achieves linear agent speed-up and converges despite heterogeneous transitions and rewards, with explicit sample and communication complexity bounds.
Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026
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