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A novel path following approach for autonomous ships based on fast marching method and deep reinforcement learning

Shuwu Wang, Xinping Yan, Feng Ma, Peng Wu, Yuanchang Liu

2022Ocean Engineering36 citationsDOIOpen Access PDF

Topics & Concepts

Path (computing)Reinforcement learningRange (aeronautics)Computer scienceGrid referenceMotion planningGridSet (abstract data type)Fast marching methodPath lengthStandard deviationArtificial intelligenceGrid method multiplicationReal-time computingSimulationMobile robotMathematicsEngineeringRobotStatisticsAerospace engineeringGeometryComputer networkProgramming languageMaritime Navigation and SafetyUnderwater Vehicles and Communication SystemsShip Hydrodynamics and Maneuverability
A novel path following approach for autonomous ships based on fast marching method and deep reinforcement learning | Litcius