Multi-source transfer learning method for enhancing the deployment of deep reinforcement learning in multi-zone building HVAC control

A Survey on Transfer Learning

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Computing, Computer Science, Data Mining +12

A survey of robot learning from demonstration

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Engineering, Autonomous Systems, Computer Science +10

An Evaluation of the HVAC Load Potential for Providing Load Balancing Service

Ning Lü · IEEE Transactions on Smart Grid · 2012 · 734 citations

Engineering, Architectural Engineering, Building Science +17

On-Line Building Energy Optimization Using Deep Reinforcement Learning

Elena Mocanu, Decebal Constantin Mocanu, Phuong H. Nguyen et al. · IEEE Transactions on Smart Grid · 2018 · 622 citations · Full text

Architecture, Building Science, Energy Management +15

Deep Reinforcement Learning for Smart Home Energy Management

Liang Yu, Weiwei Xie, Di Xie et al. · IEEE Internet of Things Journal · 2019 · 447 citations · Full text

Architecture, Architectural Engineering, Building Science +17