Human-guided deep reinforcement learning for optimal decision making of autonomous vehicles

J Wu, H Yang, L Yang, Y Huang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Although deep reinforcement learning (DRL) methods are promising for making behavioral
decisions in autonomous vehicles (AVs), their low training efficiency and difficulty to adapt to …

Prescribed-time elliptical circumnavigation for multiple moving targets by multi-UAVs

S Zhao, J Zheng, Z Zuo, X Wang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper proposes a novel prescribed-time elliptical circumnavigation strategy for multiple
fixed-wing unmanned aerial vehicles (UAVs) to track and encircle multiple moving targets …

Path-guided formation-containment control for networked heterogeneous multi-vehicle systems

J Zhang, L Sheng, D Zhou - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
This paper addresses a path-guided formation-containment control problem by virtue of the
aperiodic communication for networked heterogeneous multi-vehicle systems suffering from …

Composite learning-based unbiased control for nonholonomic mobile robots with sensor uncertainties

D Mu, C Hua, Y Zhang, J Chen, K Pang - Nonlinear Dynamics, 2025 - Springer
Achieving unbiased control is a challenging problem when there is an unknown
measurement bias in the sensor. For a class of nonholonomic mobile robots with positioning …

Incremental Multiview Clustering With Continual Information Bottleneck Method

X Yan, Y Mao, Y Ye, H Yu - IEEE Transactions on Systems …, 2024 - ieeexplore.ieee.org
Multiview clustering (MVC) provides a natural formulation to generate clusters for multiview
data, which is fundamental to lots of industrial tasks like autonomous driving, defect …

Resilient Distributed Control and Target Tracking in Multiagent Systems Against Composite Attacks

Y Cui, A Jenabzadeh, Z Ahmed… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This article copes with the distributed control and target tracking (DCTT) problem in general
linear and Lipschitz multiagent systems (MASs). In comparison to the traditional DCTT …

Parametric function based fuzzy tuned path-following controller for nonholonomic mobile robotic systems: Experimental performance and analysis

S Mondal, R Ray, SS Chakraborty, SRK Vadali… - European Journal of …, 2025 - Elsevier
This research introduces a unified parametric output function based control law for
autonomous navigation of nonholonomic Wheeled Mobile Robots (WMRs) through various …