← Search

Loren Schwarz

2 accepted papers

2019

Attention-based Lane Change Prediction

ICRA 2019poster

Lane change prediction of surrounding vehicles is a key building block of path planning. The focus has been on increasing the accuracy of prediction by posing it purely as a function estimation problem at the cost of model understandability. However, the efficacy of any lane change prediction model…

Cited by 60SourceScholar
2018

Situation Assessment for Planning Lane Changes: Combining Recurrent Models and Prediction

ICRA 2018poster

One of the greatest challenges towards fully autonomous cars is the understanding of complex and dynamic scenes. Such understanding is needed for planning of maneuvers, especially those that are particularly frequent such as lane changes. While in recent years advanced driver-assistance systems have…

Cited by 41SourceScholar