Verifying robustness of human-aware autonomous cars

D Sadigh, SS Sastry, SA Seshia - IFAC-PapersOnLine, 2019 - Elsevier
… the human-driven car (orange car) when the autonomous car (white car) plans to cross an
… orange car gets closer to the autonomous car, and for a slightly higher δ = 0.05 the two cars

Generation of a precise roadway map for autonomous cars

K Jo, M Sunwoo - IEEE Transactions on intelligent …, 2013 - ieeexplore.ieee.org
autonomous driving algorithm (such as perception and plan… requirements of a map for
autonomous cars. A probe vehicle … road geometry data for autonomous cars. The implementation …

Traffic mirror-aware pomdp behavior planning for autonomous urban driving

C Zhang, F Steinhauser, G Hinz… - 2022 IEEE Intelligent …, 2022 - ieeexplore.ieee.org
… The goal of this research is to incorporate traffic mirror data into the behavior planning
module. Thus, in the simulator, we set up a simple perception module for observing simulated …

Comparison of Markov chain abstraction and Monte Carlo simulation for the safety assessment of autonomous cars

M Althoff, A Mergel - IEEE Transactions on Intelligent …, 2011 - ieeexplore.ieee.org
… participants helps to plan the maneuver of an autonomous vehicle, … that generate the
probabilistic behavior of traffic participants, … However, the results independently show the behavior

Lane-change social behavior generator for autonomous driving car by non-parametric regression in reproducing kernel hilbert space

C Dong, Y Zhang, JM Dolan - 2017 IEEE/RSJ International …, 2017 - ieeexplore.ieee.org
… In our autonomous driving planning architecture [2], the … change behavior generator works
as a module in the Behavioral … surrounding cars of the autonomous car include the leading car

Decision making for autonomous driving considering interaction and uncertain prediction of surrounding vehicles

C Hubmann, M Becker, D Althoff… - 2017 IEEE intelligent …, 2017 - ieeexplore.ieee.org
planning based approach for the behavioral layer is presented by Hubmann et al. [13].
Although interactions between the autonomous car … and fast re-planning behavior. Nonetheless, …

Collision avoidance for autonomous cars based on human intention

D Osipychev - 2015 - search.proquest.com
This thesis considers a problem of controlling an autonomous car cooperating with human-driven
cars. Proposed proactive collision avoidance system incorporates human-driver’s …

[PDF][PDF] Multipolicy Decision-Making for Autonomous Driving via Changepoint-based Behavior Prediction.

E Galceran, AG Cunningham… - … Science and Systems, 2015 - april.eecs.umich.edu
planning from its standpoint, accounting for its current state. This strategy is similar to our
factorization of potential driving behavior … Our autonomous car platform, used to record the traffic…

A review of motion planning techniques for automated vehicles

D González, J Pérez, V Milanés… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
… Sunwoo, “Development of autonomous car—Part ii: A case study on the implementation of
an autonomous driving system based on distributed architecture,” IEEE Trans. Ind. Electron., …

Reinforcement Learning for Behavior Planning of Autonomous Vehicles in Urban Scenarios

Z Qiao - 2021 - search.proquest.com
… In this thesis, we present a series of behavior planning structures and algorithms that are
based on the advantages coming from both reinforcement learning and heuristic-based rules-…