Essays about: "Anna Terekhova"
Found 1 essay containing the words Anna Terekhova.
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1. Household Energy Cost Optimization Using Deep Reinforcement Learning
University essay from Lunds universitet/Statistiska institutionen; Lunds universitet/Nationalekonomiska institutionenAbstract : This thesis aims to address the rising energy costs by using IoT technology and reinforcement learning. We use historical sensor data to fit a deep reinforcement learning model that is capable of optimizing the control of a heating system in a way that minimizes energy costs, while maintaining a comfortable indoor temperature. READ MORE
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