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Decision-making for the autonomous navigation of USVs based on deep reinforcement learning under IALA maritime buoyage system

Yiming Zhao, Fenglei Han, Duanfeng Han, Peng Xiao, Wangyuan Zhao

2022Ocean Engineering36 citationsDOI

Topics & Concepts

Reinforcement learningCollision avoidanceUnmanned surface vehicleComputer scienceArtificial intelligenceFunction (biology)Port (circuit theory)Artificial neural networkOrientation (vector space)BuoyStability (learning theory)CollisionMarine engineeringEngineeringMachine learningComputer securityGeometryMathematicsBiologyEvolutionary biologyElectrical engineeringMaritime Navigation and SafetyUnderwater Vehicles and Communication SystemsRobotic Path Planning Algorithms
Decision-making for the autonomous navigation of USVs based on deep reinforcement learning under IALA maritime buoyage system | Litcius