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eess.SY2026
LLMs for Agentic Home Energy Management
Sokipriala Jonah, Queen Moses, Abiola Babatunde +2
Home Energy Management Systems (HEMS) can reduce residential electricity costs, but many require users to express everyday preferences as technical constraints. This paper presents…
eess.SY2026
Adaptive Scheduling: A Reinforcement Learning Whittle Index Approach for Wireless Sensor Networks
Sokipriala Jonah, Seong Ki Yoo, Saurav Sthapit
We propose a reinforcement learning based scheduling framework for Restless Multi-Armed Bandit (RMAB) problems, centred on a Whittle Index Q-Learning policy with Upper Confidence B…