14 citations · 23 across the 8 of their papers we have counts for
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cs.LG2022★ 2 cited
Learning to Control under Time-Varying Environment
Yuzhen Han, Ruben Solozabal, Jing Dong +3
This paper investigates the problem of regret minimization in linear time-varying (LTV) dynamical systems. Due to the simultaneous presence of uncertainty and non-stationarity, des…
cs.LG2022★ 5 cited
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…