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Sina Aghli

3 accepted papers

2018

Game-Theoretic Cooperative Lane Changing Using Data-Driven Models

IROS 2018poster

Self-driving vehicles are being increasingly deployed in the wild. One of the most important next hurdles for autonomous driving is how such vehicles will optimally interact with one another and with their surroundings. In this paper, we consider the lane changing problem that is fundamental to road…

Cited by 32SourceScholar
2018

Online System Identification and Calibration of Dynamic Models for Autonomous Ground Vehicles

ICRA 2018poster

This paper is concerned with system identification and the calibration of parameters of dynamic models used in different robotic platforms. A constant time algorithm has been developed in order to automatically calibrate the parameters of a high-fidelity dynamical model for a robotic platform. The p…

Cited by 7SourceScholar
2018

Path-Following through Control Funnel Functions

IROS 2018poster

We present an approach to path following using so-called control funnel functions. Synthesizing controllers to “robustly” follow a reference trajectory is a fundamental problem for autonomous vehicles. Robustness, in this context, requires our controllers to handle a specified amount of deviation fr…

Cited by 16SourceScholar