Check this out. The implicit stochastic-gradient update seems very appealing relative to the "standard" GAS/DCS explicit update.
"Robust Observation-Driven Models Using Proximal-Parameter Updates", by Rutger-Jan Lange, Bram van Os, and Dick van Dijk.
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