5 citations · 10 across the 14 of their papers we have counts for
3 papers · 1 filter
Learning to generalize Dispatching rules on the Job Shop Scheduling
Zangir Iklassov, Dmitrii Medvedev, Ruben Solozabal +1
This paper introduces a Reinforcement Learning approach to better generalize heuristic dispatching rules on the Job-shop Scheduling Problem (JSP). Current models on the JSP do not…
Robust Reinforcement Learning on Graphs for Logistics optimization
Zangir Iklassov, Dmitrii Medvedev
Logistics optimization nowadays is becoming one of the hottest areas in the AI community. In the past year, significant advancements in the domain were achieved by representing the…
AI for Porosity and Permeability Prediction from Geologic Core X-Ray Micro-Tomography
Zangir Iklassov, Dmitrii Medvedev, Otabek Nazarov +1
Geologic cores are rock samples that are extracted from deep under the ground during the well drilling process. They are used for petroleum reservoirs' performance characterization…