Decision-making framework for automated driving in highway environments

S Noh, K An - IEEE Transactions on Intelligent Transportation …, 2017 - ieeexplore.ieee.org
… the decision-making framework of Co-Pilot for highway environments. Decision-making in
Co-Pilot is based on two main components: situation assessment and strategy decision. The …

A study on al-based approaches for high-level decision making in highway autonomous driving

L Claussmann, M Revilloud, S Glaser… - … conference on systems …, 2017 - ieeexplore.ieee.org
… In this section, we propose to reconsider the decision making part in the classically … of the
driving environment on highways will then be described from the point of view of the decision. …

Automated highway driving decision considering driver characteristics

W Yang, L Zheng, Y Li, Y Ren… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
driving brain under highway conditions, this paper focused on driving motion decision in …
Especially, decision making contributes to the intelligence of the vehicle. A risk assessment …

Towards robust decision-making for autonomous driving on highway

K Yang, X Tang, S Qiu, S Jin, Z Wei… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… This paper proposes a robust decision-making framework for autonomous highway
driving to enhance driving safety. First, a DDPG-based continuous action space RL policy is …

An integrated decision-making framework for highway autonomous driving using combined learning and rule-based algorithm

C Xu, W Zhao, J Liu, C Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… and driving conservatism of the existing decision-making algorithm. This paper …
decision-making framework (IDF) for highway autonomous vehicles. Firstly, states of the highway

A new method and results for analyzing decision-making processes in automated driving on highways

E Altendorf, C Schreck, F Flemisch - … Factors in Transportation, July 27-31 …, 2017 - Springer
… of the driver towards automated driving and cooperative vehicle guidance and control in
decision making … studies concerning ADAS and automated driving was performed. Furthermore, …

A game-theoretical approach to driving decision making in highway scenarios

Z Yan, J Wang, Y Zhang - 2018 IEEE Intelligent Vehicles …, 2018 - ieeexplore.ieee.org
… a better ability of decision making in highway scenarios. An … make a correct decision in most
of the highway scenarios. … proposes a driving decision making method in highway scenarios …

Driving behavior modeling and characteristic learning for human-like decision-making in highway

C Xu, W Zhao, C Wang, T Cui… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… Since the collected driving data has obvious long tail effect and can’t cover all the corner …
safety of decision-making, this paper focuses on the behavior model according to driver’s …

Prediction based decision making for autonomous highway driving

M Yildirim, S Mozaffari, L McCutcheon… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
… of autonomous driving in complex driving … ) decision-making model that considers the
manoeuvre intentions of surrounding vehicles in the decision-making process for highway driving. …

Autonomous highway driving using deep reinforcement learning

S Nageshrao, HE Tseng, D Filev - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
… For decision making of an AV in a highway driving scenario, we consider four action choices
along longitudinal direction, namely, maintain, accelerate, brake, and hard brake. Whereas …