ITBench: Evaluating AI Agents across Diverse Real-World IT Automation TasksSaurabh JhaRohan Aroraet al.2025ICML 2025
Sustainability-aware Asset Investment OptimizationNianjun ZhouPavankumar Muraliet al.2023INFORMS 2023
Sequential Decision Making (SDM) With Long Term Reward Estimates.Pavankumar MuraliShankar Subramaniamet al.2023INFORMS 2023
Applications of Data-driven Production Optimization for Heavy Processing IndustriesNianjun ZhouBinny Samuelet al.2022INFORMS 2022
Addressing Solution Quality in Data-generated Optimization ModelsOrit DavidovichParikshit Ramet al.2022AAAI 2022
A Regression-optimization Framework for Sequential Decision-makingPavankumar MuraliNianjun Zhouet al.2021INFORMS 2021
Data and Knowledge Driven Optimization Model Generation for Flow Based Optimization ProblemsDharmashankar SubramanianSegev Wasserkruget al.2021INFORMS 2021
Balancing The Work Order Stability In Maintenance ReschedulingNianjun ZhouDzung Phanet al.2021INFORMS 2021