Logical Neural Networks to Serve Decision Making with MeaningNgoc Lan HoangAlexander Zadorojniy2022AAAI 2022
Automated AI For Decision Optimization with Reinforcement LearningShankar SubramaniamTakayuki Osogamiet al.2023AAAI 2023
Revised SCLP-simplex Algorithm with Application to Large-Scale Fluid Processing NetworksEvgeny ShindinMichael Masinet al.2021CDC 2021
IBM Crew Pairing and Rostering Optimization (C-PRO) Technology with MDP for Optimization Flow OrchestrationVladimir LipetsAlexander Zadorojniy2021MTCSPTA 2021
On Application of the Simplex Type Algorithm for SCLP to Large-scale Fluid Processing NetworksEvgeny ShindinMichael Masinet al.2020INFORMS 2020
Safe Rl Prompting for Llms for Solving Data Management ChallengesAlexander Zadorojniy2023INFORMS 2023
A Novel Hybrid Interpretability Method for Sequential Decision MakingNgoc Lan HoangAlexander Zadorojniy2022INFORMS 2022
A Strongly Polynomial Algorithm for Risk Constrained ProblemsAlexander ZadorojniyTakayuki Osogami2021INFORMS 2021
MDP Graph-based Intermediate Model for DRL TrainingAlexander ZadorojniySegev Wasserkrug2020INFORMS 2020
Automated Derivation Of MDP And Reinforcement Learning Models From Historical DataSegev WasserkrugAlexander Zadorojniyet al.2020INFORMS 2020