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Ibrahim El Shar
Ibrahim El Shar
Machine Learning Scientist, PhD at University of Pittsburgh
Verified email at pitt.edu - Homepage
Title
Cited by
Cited by
Year
Continuous inventory control with stochastic and non-stationary Markovian demand
WW Nasr, IJ Elshar
European Journal of Operational Research 270 (1), 198-217, 2018
252018
Lookahead-bounded q-learning
I El Shar, D Jiang
International Conference on Machine Learning, 8665-8675, 2020
142020
Weakly coupled deep Q-networks
I El Shar, D Jiang
Advances in Neural Information Processing Systems 36, 2024
4*2024
Deep Reinforcement Learning toward Robust Multi-echelon Supply Chain Inventory Optimization
I El Shar, W Sun, H Wang, C Gupta
2022 IEEE 18th International Conference on Automation Science and …, 2022
12022
Bound enhanced reinforcement learning system for distribution supply chain management
H Wang, A Kiuchi, HK Tang, C Gupta, ELS Ibrahim, SUN Wenhuan
US Patent App. 18/105,593, 2024
2024
Multi-Objective Reinforcement Learning for Sustainable Supply Chain Optimization
I El Shar, H Wang, C Gupta
2023 IEEE 19th International Conference on Automation Science and …, 2023
2023
Exploiting Structure and Relaxations in Reinforcement Learning and Stochastic Optimal Control
I El Shar
University of Pittsburgh, 2023
2023
Continuous (s, S) inventory policy with non-stationary stochastic demand
IJ Elshar
Theses, Dissertations, and Projects, 2016
2016
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