This repo features a deep reinforcement learning Home Energy Management System for cost-effective heating. It optimizes energy consumption using advanced algorithms, outperforming an optimal linear programming solution.
deep-reinforcement-learning pytorch electricity-prices cost-minimization home-energy-management heating-optimization rl-agent-performance
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Updated
Dec 19, 2023 - Jupyter Notebook