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 …

High-level decision making for automated highway driving via behavior cloning

L Wang, C Fernandez, C Stiller - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… Even driving at the speed limit is considered to damage their utility. Note that for automated
… acceleration C2 in decision making in general scenarios. In highway driving conditions that …

Probability-based decision making for automated highway driving

A Niehaus, RF Stengel - IEEE Transactions on Vehicular …, 1994 - ieeexplore.ieee.org
… This paper has presented Worst-case Decision Making, a method that enables the evolution
… deterministic expert system for automated highway driving. The resulting system has been …

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, …

Human-like decision-making for automated driving in highways

DS González, M Garzón, JS Dibangoye… - 2019 IEEE intelligent …, 2019 - ieeexplore.ieee.org
… Abstract— In this work, we present a decision-making system for automated vehicles driving
in highway environments. The task is modeled as a Partially Observable Markov Decision

Reinforcement learning based safe decision making for highway autonomous driving

A Mohammadhasani, H Mehrivash, A Lynch… - arXiv preprint arXiv …, 2021 - arxiv.org
… In this paper, attention is focused on the tactical decision making, and top-level decision are
… of driving (safety, quickness, consistency) are satisfied. Specifically, these decisions control …