MBAPPE: MCTS-Built-Around Prediction for Planning Explicitly

Raphael Chekroun, Thomas Gilles, Marin Toromanoff +2

We present MBAPPE, a novel approach to motion planning for autonomous driving combining tree search with a partially-learned model of the environment. Leveraging the inherent expla…