Grumbach, Felix; Müller, Anna; Reusch, Pascal; … - In: Journal of Intelligent Manufacturing 35 (2022) 2, pp. 667-686
This proof-of-concept study provides a novel method for robust-stable scheduling in dynamic flow shops based on deep reinforcement learning (DRL) implemented with OpenAI frameworks. In realistic manufacturing environments, dynamic events endanger baseline schedules, which can require a cost...