Stochastic MPC With Learning for Driver-Predictive Vehicle Control and its Application to HEV Energy Management

This paper develops an approach for driver-aware vehicle control based on stochastic model predictive control with learning (SMPCL). The framework combines the on-board learning of a Markov chain that represents the driver behavior, a scenario-based approach for stochastic optimization, and quadrati...

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