About this document
Energy-Efficient Smart Home Lighting AI by athadu_366384719 is a document available to read on EtoBox.
BitRL-Light is a novel framework that integrates 1-bit quantized Large Language Models with Deep Q-Network reinforcement learning for optimizing smart home lighting systems, achieving significant energy savings and user satisfaction. The system demonstrates a 32% reduction in energy consumption compared to traditional rule-based systems while maintaining low latency and high accuracy on resource-constrained devices like Raspberry Pi. This approach enables intelligent home automation without reliance on clou
- Author
- athadu_366384719
- Language
- EN