Humanlike driving: Empirical decision-making system for autonomous vehicles

L Li, K Ota, M Dong - IEEE Transactions on Vehicular …, 2018 - ieeexplore.ieee.org
… self-driving systems and human drivers. To solve this problem, we propose a humanlike
driving system in this paper to give autonomous vehicles the ability to make decisions like a …

Planning and decision-making for autonomous vehicles

W Schwarting, J Alonso-Mora… - … , and Autonomous …, 2018 - annualreviews.org
autonomous, or self-driving, vehicles. Recent advances in the field of perception, planning,
and decision-making for autonomous vehicles … with several prototypes already driving on our …

How do autonomous vehicles decide?

S Malik, MA Khan, H El-Sayed, J Khan, O Ullah - Sensors, 2022 - mdpi.com
… of decision-making methods for autonomous vehicles in the future by equipping the researchers
with an overview of decision-… the research on IL in autonomous driving decision-making. …

Autonomous vehicles and embedded artificial intelligence: The challenges of framing machine driving decisions

M Cunneen, M Mullins, F Murphy - Applied Artificial Intelligence, 2019 - Taylor & Francis
driving decisions. There are two parts to this analysis of human driving decisions: the erroneous
(bad) decisions … the global frequency of successful (good) decisions. Yet, the argument …

Understanding autonomous vehicles

A Faisal, M Kamruzzaman, T Yigitcanlar… - Journal of transport and …, 2019 - JSTOR
vehicle system can only be termed as an “autonomous” system, when all the dynamic
driving tasks, at all driving … projects before making final investment decision. It has also been …

Safety of autonomous vehicles

J Wang, L Zhang, Y Huang… - Journal of advanced …, 2020 - Wiley Online Library
… of the vehicles depend on the complexity of the autonomousdriver or vehicle system get
involved in the driving decision, … human operator and vehicle system in the driving process. …

A comparative study of state-of-the-art driving strategies for autonomous vehicles

C Zhao, L Li, X Pei, Z Li, FY Wang, X Wu - Accident Analysis & Prevention, 2021 - Elsevier
… To highlight the core of driving strategy, we can divide the decision-making process of AVs
into two levels based on the type of tasks and duration time scale (Michon, 1985; FHWA, 2004…

Safe and energy-saving vehicle-following driving decision-making framework of autonomous vehicles

Y Zhang, T You, J Chen, C Du, Z Ai… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
decision-making framework. This paper proposes a safe and energy-saving decision-making
framework for autonomous vehicles … energy efficiency in vehicle-following driving scenario. …

The impact of cooperative perception on decision making and planning of autonomous vehicles

SW Kim, W Liu, MH Ang, E Frazzoli… - IEEE Intelligent …, 2015 - ieeexplore.ieee.org
… can contribute to better autonomous driving in terms of decision making and planning. All
concepts introduced in this article were demonstrated using our autonomous vehicles. Future …

Decision making of autonomous vehicles in lane change scenarios: Deep reinforcement learning approaches with risk awareness

G Li, Y Yang, S Li, X Qu, N Lyu, SE Li - Transportation research part C …, 2022 - Elsevier
Driving safety is the most important element that needs to be considered for autonomous
vehicles (AVs). To ensure driving safety, we proposed a lane change decision-making …