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On the Utility of Model Learning in HRI
Fundamental to robotics is the debate between model-based and model-free learning: should the robot build an explicit model of the world, or learn a policy directly?
Interaction-Aware Probabilistic Behavior Prediction in Urban Environments
Planning for autonomous driving in complex, urban scenarios requires accurate prediction of the trajectories of surrounding traffic participants.
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