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Doseok Jang
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2020 – today
- 2024
- [c6]Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos:
Active Reinforcement Learning for Robust Building Control. AAAI 2024: 22150-22158 - 2023
- [c5]Doseok Jang
, Lucas Spangher
Personalized Federated Hypernetworks for Multi-Task Reinforcement Learning in Microgrid Energy Demand Response. BuildSys 2023: 79-88 - [i4]Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos:
Active Reinforcement Learning for Robust Building Control. CoRR abs/2312.10289 (2023) - 2022
- [c4]Sam Gunn, Doseok Jang, Orr Paradise, Lucas Spangher, Costas J. Spanos:
Adversarial poisoning attacks on reinforcement learning-driven energy pricing. BuildSys 2022: 262-265 - [i3]Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos:
Personalized Federated Hypernetworks for Privacy Preservation in Multi-Task Reinforcement Learning. CoRR abs/2210.06820 (2022) - 2021
- [c3]Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Costas J. Spanos:
Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response. e-Energy 2021: 483-487 - [c2]Doseok Jang, Lucas Spangher, Tarang Srivastava, Manan Khattar, Utkarsha Agwan, Selvaprabu Nadarajah, Costas J. Spanos:
Offline-online reinforcement learning for energy pricing in office demand response: lowering energy and data costs. BuildSys 2021: 131-139 - [c1]Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Selvaprabuh Nadarajah, Costas J. Spanos:
Offline-online reinforcement learning for generalizing demand response price-setting to energy systems. BuildSys 2021: 220-221 - [i2]Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Costas J. Spanos:
Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response. CoRR abs/2104.14670 (2021) - [i1]Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Selvaprabuh Nadarajah, Costas J. Spanos:
Offline-Online Reinforcement Learning for Energy Pricing in Office Demand Response: Lowering Energy and Data Costs. CoRR abs/2108.06594 (2021)
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