Gaussian-Process-based Modeling of Human Drivers from Real Data

Master thesis

Possible approaches range from learning a common control policy to learning individual control policies using autoregressive model structures. A strategy for uncertainty propagation during recursive model evaluations, e.g., using approaches proposed in literature, shall be developed and validated.