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Elis Stefansson

2 accepted papers

2019

Hierarchical Game-Theoretic Planning for Autonomous Vehicles

ICRA 2019poster

The actions of an autonomous vehicle on the road affect and are affected by those of other drivers, whether overtaking, negotiating a merge, or avoiding an accident. This mutual dependence, best captured by dynamic game theory, creates a strong coupling between the vehicle's planning and its predict…

Cited by 323SourceScholar
2016

Sequential alternating least squares for solving high dimensional linear Hamilton-Jacobi-Bellman equation

IROS 2016poster

This paper presents a technique to efficiently solve the Hamilton-Jacobi-Bellman (HJB) equation for a class of stochastic affine nonlinear dynamical systems in high dimensions. The HJB solution provides a globally optimal controller to the associated dynamical system. However, the curse of dimension…

Cited by 35SourceScholar