ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
- Saurabh Jha
- Rohan Arora
- et al.
- 2025
- ICML 2025
Publications
14 results for Pavankumar Murali
Sustainability-aware Asset Investment Optimization
- Nianjun Zhou
- Pavankumar Murali
- et al.
- 2023
- INFORMS 2023
Sequential Decision Making (SDM) With Long Term Reward Estimates.
- Pavankumar Murali
- Shankar Subramaniam
- et al.
- 2023
- INFORMS 2023
Asset Investment Optimization Based on Failure Risk
- Dzung Phan
- Pavankumar Murali
- et al.
- 2022
- INFORMS 2022
Applications of Data-driven Production Optimization for Heavy Processing Industries
- Nianjun Zhou
- Binny Samuel
- et al.
- 2022
- INFORMS 2022
Addressing Solution Quality in Data-generated Optimization Models
- 2022
- AAAI 2022
A Regression-optimization Framework for Sequential Decision-making
- Pavankumar Murali
- Nianjun Zhou
- et al.
- 2021
- INFORMS 2021
Data and Knowledge Driven Optimization Model Generation for Flow Based Optimization Problems
- Dharmashankar Subramanian
- Segev Wasserkrug
- et al.
- 2021
- INFORMS 2021
Distributed Asset Fleet Maintenance Rescheduling
- Pavankumar Murali
- Nianjun Zhou
- et al.
- 2021
- INFORMS 2021
Balancing The Work Order Stability In Maintenance Rescheduling
- Nianjun Zhou
- Dzung Phan
- et al.
- 2021
- INFORMS 2021