Doseok Jang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Reinforcement Learning

Top Venues

BuildSys@SenSys

Publications

Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos
Active Reinforcement Learning for Robust Building Control. AAAI (2024)
Doseok Jang, Lucas Spangher, Tarang Srivastava, Larry Yan, Costas J. Spanos
Personalized Federated Hypernetworks for Multi-Task Reinforcement Learning in Microgrid Energy Demand Response. BuildSys@SenSys (2023)
Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos
Active Reinforcement Learning for Robust Building Control. CoRR (2023)
Sam Gunn, Doseok Jang, Orr Paradise, Lucas Spangher, Costas J. Spanos
Adversarial poisoning attacks on reinforcement learning-driven energy pricing. BuildSys@SenSys (2022)
Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos
Personalized Federated Hypernetworks for Privacy Preservation in Multi-Task Reinforcement Learning. CoRR (2022)
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)
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@SenSys (2021)
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 (2021)
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 (2021)
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@SenSys (2021)