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Curriculum-Adapted Robust Reinforcement Learning for UAV Deconfliction in Adversarial Environments

Deepak Kumar Panda, Adolfo Perrusquia, Weisi Guo
Jun 3, 2026 at 04:00
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arXiv:2506.21129v2 Announce Type: replace-cross Abstract: Autonomous unmanned aerial vehicles (UAVs) increasingly rely on reinforcement learning (RL) for navigation. However, global navigation satellite system (GNSS) spoofing attacks can induce out-of-distribution observation shifts that corrupt value estimation and degrade mission performance....

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