BitRL-Light: 1-Bit LLM Agents with Deep Reinforcement Learning for Energy-Efficient Smart Home Lighting Optimization

Ravi Gupta, Shabista Haider. BitRL-Light: 1-Bit LLM Agents with Deep Reinforcement Learning for Energy-Efficient Smart Home Lighting Optimization. In IEEE International Performance, Computing, and Communications Conference, IPCCC 2025, Austin, TX, USA, November 15-23, 2025. pages 1-2, IEEE, 2025. [doi]

Abstract

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