24 citations · 48 across the 13 of their papers we have counts for
3 papers · 1 filter
SICNav: Safe and Interactive Crowd Navigation using Model Predictive Control and Bilevel Optimization
Sepehr Samavi, James R. Han, Florian Shkurti +1
Robots need to predict and react to human motions to navigate through a crowd without collisions. Many existing methods decouple prediction from planning, which does not account fo…
Field Testing of a Stochastic Planner for ASV Navigation Using Satellite Images
Philip Huang, Tony Wang, Florian Shkurti +1
We introduce a multi-sensor navigation system for autonomous surface vessels (ASV) intended for water-quality monitoring in freshwater lakes. Our mission planner uses satellite ima…
Does Unpredictability Influence Driving Behavior?
Sepehr Samavi, Florian Shkurti, Angela P. Schoellig
In this paper we investigate the effect of the unpredictability of surrounding cars on an ego-car performing a driving maneuver. We use Maximum Entropy Inverse Reinforcement Learni…