14 citations · 17 across the 12 of their papers we have counts for
3 papers · 1 filter
Autoencoder-Based Visual Anomaly Localization for Manufacturing Quality Control
Devang Mehta, Noah Klarmann
Manufacturing industries require efficient and voluminous production of high-quality finished goods. In the context of Industry 4.0, visual anomaly detection poses an optimistic so…
DiAReL: Reinforcement Learning with Disturbance Awareness for Robust Sim2Real Policy Transfer in Robot Control
Mohammadhossein Malmir, Josip Josifovski, Noah Klarmann +1
Delayed Markov decision processes (DMDPs) fulfill the Markov property by augmenting the state space of agents with a finite time window of recently committed actions. In reliance o…
A Reinforcement Learning Approach for Scheduling Problems With Improved Generalization Through Order Swapping
Deepak Vivekanandan, Samuel Wirth, Patrick Karlbauer +1
The scheduling of production resources (such as associating jobs to machines) plays a vital role for the manufacturing industry not only for saving energy but also for increasing t…