Hybrid Deep Reinforcement Learning and Planning for Safe and Comfortable Automated Driving

Dikshant Gupta, Mathias Klusch

We present a novel hybrid learning method, HyLEAR, for solving the collision-free navigation problem for self-driving cars in POMDPs. HyLEAR leverages interposed learning to embed…