Home Energy Recommendation System (HERS): A Deep Reinforcement Learning Method Based on Residents' Feedback and Activity.
Salman Sadiq ShuvoYasin YilmazPublished in: IEEE Trans. Smart Grid (2022)
Keyphrases
- reinforcement learning
- dynamic programming
- clustering method
- computational cost
- detection method
- significant improvement
- convergence rate
- pairwise
- high precision
- prior knowledge
- supervised learning
- preprocessing
- energy function
- segmentation method
- model free
- high accuracy
- experimental evaluation
- support vector machine
- probabilistic model
- neural network
- cost function
- k means
- learning process
- objective function
- similarity measure