A.4: AI REGIO Reinforcement Learning for Assembly Line Balancing Enhancement

• Short Description:

Application of a Neural Network trained with Reinforcement Learning method aimed to assign production resources to tasks in a production schedule during its execution.

• Reference, URL: https://www.ai4europe.eu/research/ai-catalog/ai-regio-reinforcement-learning-assembly-line-balancing-enhancement

• Applicable Technical Category: Manufacturing

• Application in relevant Projects/Initiatives: AI REGIO

• Asset Type: ML Model

• AI Breadth: ML

• Learning Ability: Neural Networks, Reinforcement Learning

• Related technologies: Reinforcement Learning, Neural Networks

• Applicable Research Area: Integrative AI

• Applicable Technical Category: Planning and scheduling

• License Information: Proprietary license

• Related to circularity and sustainability: Not directly

• Audience: Manufacturers

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