Differentiable Interacting Multiple Model Particle Filtering

John-Joseph Brady, Yuhui Luo, Wenwu Wang +2

We propose a sequential Monte Carlo algorithm for parameter learning when the studied model exhibits random discontinuous jumps in behaviour. To facilitate the learning of high dim…