Prospective Experiment for Reinforcement Learning on Demand Response in a Social Game Framework. - Lucas Spangher; Akash Gokul; Manan Khattar; Joseph Palakapilly; Akaash Tawade; Adam Bouyamourn; Alex Devonport; Costas J. Spanos (e-Energy, 2020)

Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response. - Doseok Jang; Lucas Spangher; Manan Khattar; Utkarsha Agwan; Costas J. Spanos (e-Energy, 2021)

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 (BuildSys, 2021)

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 (BuildSys, 2021)

Offline-Online Reinforcement Learning for Energy Pricing in Office Demand Response: Lowering Energy and Data Costs. - Doseok Jang; Lucas Spangher; Manan Khattar; Utkarsha Agwan; Selvaprabuh Nadarajah; Costas J. Spanos (CoRR, 2021)