Helia Zandi

Intelligent multi-zone residential HVAC control strategy based on deep reinforcement learning

Yan Du, Helia Zandi, Olivera Kotevska et al. · Applied Energy · 2020 · 241 citations · Full text

Engineering, Deep Reinforcement Learning, Energy Management +4

A Scalable and Distributed Algorithm for Managing Residential Demand Response Programs Using Alternating Direction Method of Multipliers (ADMM)

Xiao Kou, Fangxing Li, Jin Dong et al. · IEEE Transactions on Smart Grid · 2020 · 94 citations · Full text

Mathematical Programming, Engineering, Electricity Bills +18

Ten questions concerning reinforcement learning for building energy management

Zoltán Nagy, Gregor P. Henze, Sourav Dey et al. · Building and Environment · 2023 · 91 citations · Full text

Energy Planning, Energy Conservation, Energy Optimization +1

Approximating Nash Equilibrium in Day-ahead Electricity Market Bidding with Multi-agent Deep Reinforcement Learning

Yan Du, Fangxing Li, Helia Zandi et al. · Journal of Modern Power Systems and Clean Energy · 2021 · 87 citations · Full text

Multi-task deep reinforcement learning for intelligent multi-zone residential HVAC control

Yan Du, Fangxing Li, Kuldeep Kurte et al. · Electric Power Systems Research · 2020 · 64 citations · Full text

Artificial Intelligence, Engineering, Deep Reinforcement Learning +6