Model-Free Neural Filtering: A Comparison with Classical Filters in Nonlinear Systems
arXiv:2601.21266v3 Announce Type: replace
Abstract: Neural network models are increasingly used for state estimation in control and decision-making, yet it remains unclear to what extent they behave as principled filters in nonlinear dynamical systems…