Reinforcement learning for building controls: The opportunities and challenges

•Reinforcement learning has been explored for building control applications.•We reviewed studies using reinforcement learning for building controls.•We surveyed algorithm, state, action, reward, and the environment for reinforcement learning controller.•Research trends, progress and gaps of this fie...

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