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- W4313496145 abstract "Previous works showed that Deep-RL can be applied to perform mapless navigation, including the medium transition of Hybrid Unmanned Aerial Underwater Vehicles (HUAUVs). This paper presents new approaches based on the state-of-the-art actor-critic algorithms to address the navigation and medium transition problems for a HUAUV. We show that a double critic Deep-RL with Recurrent Neural Networks improves the navigation performance of HUAUVs using solely range data and relative localization. Our Deep-RL approaches achieved better navigation and transitioning capabilities with a solid generalization of learning through distinct simulated scenarios, outperforming previous approaches." @default.
- W4313496145 created "2023-01-06" @default.
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- W4313496145 date "2022-10-18" @default.
- W4313496145 modified "2023-10-03" @default.
- W4313496145 title "Mapless Navigation of a Hybrid Aerial Underwater Vehicle with Deep Reinforcement Learning Through Environmental Generalization" @default.
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- W4313496145 doi "https://doi.org/10.1109/lars/sbr/wre56824.2022.9995813" @default.
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