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Human-guided deep reinforcement learning for optimal decision making of autonomous vehicles
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 …
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
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 …
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 …
aperiodic communication for networked heterogeneous multi-vehicle systems suffering from …
Composite learning-based unbiased control for nonholonomic mobile robots with sensor uncertainties
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 …
measurement bias in the sensor. For a class of nonholonomic mobile robots with positioning …
Incremental Multiview Clustering With Continual Information Bottleneck Method
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 …
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
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 …
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
This research introduces a unified parametric output function based control law for
autonomous navigation of nonholonomic Wheeled Mobile Robots (WMRs) through various …
autonomous navigation of nonholonomic Wheeled Mobile Robots (WMRs) through various …