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Kelin Zhong

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#reinforcement learning Open access Oct 2026

WAGRL: A Wind Adaptive Guidance Framework for Uncertainty-Aware UAV Trajectory Control

To address the challenges of wind-induced uncertainty, decision inconsistency, and safety risks in quadrotor trajectory tracking, this study presents a Wind Adaptive Guidance Reinforcement Learning (WAGRL) framework. Unlike conventional controllers relying on fixed aerodynamic models, WAGRL integrates ensemble-based po...

Bodi Ma, Sili Yang, Yong Tang et al. · 0 citations

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