Behavior Estimation for Vehicle Management using Machine Learning Models

A vehicle behavior system comprises a computer system, an observation processor, and neural networks. The observation processor and the neural networks are located in the computer system. The observation processor is configured to receive observations for a vehicle system. The observations are for a current time. The observation processor is configured to extract features from the observations. The neural networks are configured to receive the features extracted from the observations and estimate a behavior for the vehicle system for time steps in response to receiving features extracted from the observations processed by the observation processor. Each of the neural networks is trained to estimate the behavior for the vehicle system for a different time step in the time steps.