Safe chance constrained reinforcement learning for batch process control
Max Mowbray, Panagiotis Petsagkourakis, Ehecatl Antonio del Rio‐Chanona, Dongda Zhang
Topics & Concepts
Reinforcement learningModel predictive controlConstraint satisfactionComputer scienceConstraint (computer-aided design)Process (computing)Gaussian processDomain (mathematical analysis)Focus (optics)Mathematical optimizationControl (management)Artificial intelligenceMachine learningGaussianEngineeringMathematicsOperating systemOpticsQuantum mechanicsMechanical engineeringProbabilistic logicMathematical analysisPhysicsAdvanced Control Systems OptimizationFault Detection and Control SystemsControl Systems and Identification