SFAC is a single-loop federated actor-critic method with convergence guarantees for agents in heterogeneous environments, achieving linear speedup when environment heterogeneity is zero.
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Single-Loop Federated Actor-Critic across Heterogeneous Environments
SFAC is a single-loop federated actor-critic method with convergence guarantees for agents in heterogeneous environments, achieving linear speedup when environment heterogeneity is zero.