Amortized Q-learning with Model-based Action Proposals for Autonomous Driving on Highways

Branka Mirchevska, Maria Hügle, Gabriel Kalweit +2

Well-established optimization-based methods can guarantee an optimal trajectory for a short optimization horizon, typically no longer than a few seconds. As a result, choosing the…