Litcius/Paper detail

A dynamic penalty approach to state constraint handling in deep reinforcement learning

Haeun Yoo, Ví­ctor M. Zavala, Jay H. Lee

2022Journal of Process Control17 citationsDOI

Topics & Concepts

Reinforcement learningPenalty methodMathematical optimizationMaxima and minimaComputer scienceBellman equationConvergence (economics)Constraint (computer-aided design)Artificial neural networkFunction (biology)Optimal controlDynamic programmingState (computer science)State spaceArtificial intelligenceMathematicsAlgorithmEvolutionary biologyGeometryStatisticsEconomic growthMathematical analysisBiologyEconomicsReinforcement Learning in RoboticsAdaptive Dynamic Programming ControlElevator Systems and Control