A Review of Decision-Making and Planning for Autonomous Vehicles in Intersection Environments

S Chen, X Hu, J Zhao, R Wang, M Qiao - World Electric Vehicle Journal, 2024 - mdpi.com
Decision-making and planning are the core aspects of autonomous driving systems. These
factors are crucial for improving the safety, driving experience, and travel efficiency of …

Towards Cooperative Driving among Heterogeneous CAVs: A Safe Multi-Agent Reinforcement Learning Approach

Y Pan, J Lei, P Yi, L Guo, H Chen - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the advancement of Intelligent Transportation Systems and Vehicle-to-Everything
communication technologies, the future traffic scenario is anticipated to be a mixed …

Game-Theory in Practice: Application to Motion Planning and Decision Making in an Autonomous Shuttle Bus

K Shu, AR Alghooneh, M Ning, S Li… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Autonomous techniques are becoming increasingly integrated into our daily lives. Many
advanced driver assistance systems (ADAS), including functions like lane-keeping assist …

Game Scheduling for Vehicle Platoons at Autonomous Intersection Accommodating Priority Passage Requests

H Hu, F Peng - IEEE Access, 2024 - ieeexplore.ieee.org
Addressing the human-centric needs in vehicle scheduling at intersections poses a
significant challenge. In this paper, we propose a game scheduling method to address the …

Human-Robot Collaborative Decision Method of Hexapod Robot Based on Prior Knowledge and Negotiation Strategy

B You, X Chen, J Li, L Ding, Z Dong - Available at SSRN 4730127 - papers.ssrn.com
Against the unstructured terrain environment, human drivers often rely on remote operating
patterns to accomplish tasks with robots. With the gradual improvement in robot intelligence …

[引用][C] Curriculum Reinforcement Learning for Autonomous Planning in Unprotected Left Turn Scenarios

Y Zhu, S Xu, X Chen, Y Zhao, X Dong - Unmanned Systems, 2024 - World Scientific
In complex urban scenarios like intersections without dedicated left-turn signals, the
construction of planning systems that maximize efficiency while guarantee safety has been a …