HyPlan: Hybrid Learning-Assisted Planning Under Uncertainty for Safe Autonomous Driving

Donald Pfaffmann, Matthias Klusch, Marcel Steinmetz

We present a novel hybrid learning-assisted planning method, named HyPlan, for solving the collision-free navigation problem for self-driving cars in partially observable traffic e…