Model-Free Neural Filtering: A Comparison with Classical Filters in Nonlinear Systems

Zhuochen Liu, Hans Walker, Rahul Jain

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 nonlinea…