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Almost surely safe exploration and exploitation for deep reinforcement learning with state safety estimation

Ke Lin, Yanjie Li, Qi Liu, Duantengchuan Li, Xiongtao Shi, Shiyu Chen

2024Information Sciences16 citationsDOI

Topics & Concepts

Reinforcement learningConstraint (computer-aided design)Computer scienceSet (abstract data type)Process (computing)State (computer science)Mathematical optimizationEstimationReinforcementRisk analysis (engineering)Artificial intelligenceMathematicsAlgorithmEngineeringBusinessGeometrySystems engineeringProgramming languageStructural engineeringOperating systemReinforcement Learning in RoboticsRobot Manipulation and LearningAutonomous Vehicle Technology and Safety
Almost surely safe exploration and exploitation for deep reinforcement learning with state safety estimation | Litcius