Monroe Kennedy

Replay Overshooting: Learning Stochastic Latent Dynamics with the Extended Kalman Filter

2021

This paper presents replay overshooting (RO), an algorithm that uses properties of the extended Kalman filter (EKF) to learn nonlinear stochastic latent dynamics models suitable for long-horizon prediction. We build upon overshooting methods used to …