A digital twin to train deep reinforcement learning agent for smart manufacturing plants: Environment, interfaces and intelligence
Kaishu Xia, Christopher Sacco, Max Kirkpatrick, Clint Saidy, Lam M. Nguyen, Anil Kircaliali, Ramy Harik
Topics & Concepts
Reinforcement learningDigital manufacturingAutomationEngineeringProcess (computing)Computer scienceManufacturing engineeringManufacturing execution systemComputer-integrated manufacturingIndustrial engineeringArtificial intelligenceOperating systemMechanical engineeringDigital Transformation in IndustryFlexible and Reconfigurable Manufacturing Systems