Lucas Spangher
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
5
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EMNLP | RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters. | Lucas Spangher, Rama Kumar Pasumarthi, Nick Masiewicki, William F. Arnold, Aditi Kaushal, Dale Johnson, Peter Grabowski, Eugene Ie |
| 2025 | NAACL | Chatbot Arena Estimate: towards a generalized performance benchmark for LLM capabilities. | Lucas Spangher, Tianle Li, William F. Arnold, Nick Masiewicki, Xerxes Dotiwalla, Rama Kumar Pasumarthi, Peter Grabowski, Eugene Ie, Daniel Gruhl |
| 2024 | AAAI | Active Reinforcement Learning for Robust Building Control. | Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos |
| 2024 | ICML | Position: Opportunities Exist for Machine Learning in Magnetic Fusion Energy. | Lucas Spangher, Allen M. Wang, Andrew Maris, Myles Stapelberg, Viraj Mehta, Alex Saperstein, Stephen Lane-Walsh, Akshata Kishore Moharir, Alessandro Pau, Cristina Rea |
| 2023 | SENSYS | Personalized Federated Hypernetworks for Multi-Task Reinforcement Learning in Microgrid Energy Demand Response. | Doseok Jang, Lucas Spangher, Tarang Srivastava, Larry Yan, Costas J. Spanos |
| 2022 | SENSYS | Adversarial poisoning attacks on reinforcement learning-driven energy pricing. | Sam Gunn, Doseok Jang, Orr Paradise, Lucas Spangher, Costas J. Spanos |
| 2021 | SENSYS | Offline-online reinforcement learning for generalizing demand response price-setting to energy systems. | Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Selvaprabuh Nadarajah, Costas J. Spanos |
| 2021 | SENSYS | Offline-online reinforcement learning for energy pricing in office demand response: lowering energy and data costs. | Doseok Jang, Lucas Spangher, Tarang Srivastava, Manan Khattar, Utkarsha Agwan, Selvaprabu Nadarajah, Costas J. Spanos |
| 2021 | SENSYS | Transactive multi-agent reinforcement learning for distributed energy price localization. | Lucas Spangher |