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RISEstimation of Control Intervals for Reinforcement Learning-Based Manufacturing-Line Control
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Generative AI is reshaping manufacturing by generating designs, diagnosing bottlenecks, and optimizing complex systems, which includes controlling manufacturing lines. Efficient control of manufacturing lines ...
Efficacy Investigation of Virtual Reality Teaching Module in Manufacturing System Design Course
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Manufacturing system design is a complex engineering field that requires cooperated and aggregated multiple-disciplinary theoretical and practical support. Thereby, the concepts and topics in manufacturing system design ...
Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This work presents a deep reinforcement learning (DRL) approach for procedural content generation (PCG) to automatically generate three-dimensional (3D) virtual environments that users can interact with. The primary objective ...