I drive-you trust: Explaining driving behavior of autonomous cars

G Wiegand, M Schmidmaier, T Weber, Y Liu… - Extended abstracts of …, 2019 - dl.acm.org
Driving in autonomous cars requires trust, especially in case of unexpected driving behavior
… This work evaluates mental models that experts and non-expert users have of autonomous

Behavior planning of autonomous cars with social perception

L Sun, W Zhan, CY Chan… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
… Tomizuka, “Probabilistic prediction of interactive driving behavior via hierarchical inverse
reinforcement learning,” in 2018 21st International Conference on Intelligent Transportation …

Courteous autonomous cars

L Sun, W Zhan, M Tomizuka… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
… real human driver behavior on … autonomous car of the future should be safe, efficient, and
courteous to others, perhaps even more so than represented in our current human-only driving

Analysis of mixed traffic flow with human-driving and autonomous cars based on car-following model

WX Zhu, HM Zhang - Physica A: Statistical Mechanics and its Applications, 2018 - Elsevier
… Peng [14] analyzed a new lattice model with the consideration of individual difference of
anticipation driving behavior based on car-following theory. Yu et al. [15] improved the optimal …

[HTML][HTML] A scenario-adaptive driving behavior prediction approach to urban autonomous driving

X Geng, H Liang, B Yu, P Zhao, L He, R Huang - Applied Sciences, 2017 - mdpi.com
autonomous vehicles, especially on urban roadways. Prediction of surrounding vehicles’
driving behaviors plays a crucial role in autonomous vehicles. Most traditional driving behavior

[HTML][HTML] A review of car-following models and modeling tools for human and autonomous-ready driving behaviors in micro-simulation

HU Ahmed, Y Huang, P Lu - Smart Cities, 2021 - mdpi.com
… (dCACC—autonomous car does not communicate … behavior of two autonomous cars is
analyzed to propose the adjustment in Wiedemann’s model for autonomous driving behaviors, as …

Research on driving behavior decision making system of autonomous driving vehicle based on benefit evaluation model.

P Wang, S Gao, L Li, S Cheng… - Archives of …, 2020 - archivesoftransport.com
… are quantified and the driving behavior benefit evaluation model … of driving behavior decision
making for autonomous drivingbehavior is analyzed; In Section 4 and Section 5, a driving

Towards autonomous cars: The effect of autonomy levels on acceptance and user experience

C Rödel, S Stadler, A Meschtscherjakov… - Proceedings of the 6th …, 2014 - dl.acm.org
… ; the car drives autonomously on the highway in the 2030 scenario. Finally, we describe a
fully autonomous car … Our results indicate that UA and UX of highly autonomous cars is indeed …

Exploring the limitations of behavior cloning for autonomous driving

F Codevilla, E Santana, AM López… - Proceedings of the …, 2019 - openaccess.thecvf.com
… -driven cars. Behavior cloning in particular has been successfully used to learn simple
visuomotor policies end-to-end, but scaling to the full spectrum of driving behaviors remains an …

Systems for safety and autonomous behavior in cars: The DARPA grand challenge experience

U Ozguner, C Stiller, K Redmill - Proceedings of the IEEE, 2007 - ieeexplore.ieee.org
… Very few innovations can be expected to have as high an impact on future cars as the
capability to perceive the environment and to plan and conduct appropriate driving behavior. We …