Under smooth data and Hamiltonian regularity, the value-function error between controlled nonlinear filtering and its N-particle approximation is O(N^{-1/6}) in d=1, O(N^{-1/6}(log N)^{1/3}) in d=2, and O(N^{-1/(3d)}) for d>2.
Mean field control and finite agent approxi- mation for regime-switching jump diffusions.Applied Mathematics & Optimization, 88(2):36, 2023
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Quantitative Particle Approximation for Controlled Nonlinear Filtering
Under smooth data and Hamiltonian regularity, the value-function error between controlled nonlinear filtering and its N-particle approximation is O(N^{-1/6}) in d=1, O(N^{-1/6}(log N)^{1/3}) in d=2, and O(N^{-1/(3d)}) for d>2.