Explainable AI: Deep Reinforcement Learning Agents for Residential Demand Side Cost Savings in Smart Grids

no code implementations • 19 Oct 2019 • Hareesh Kumar, Priyanka Mary Mammen, Krithi Ramamritham

Motivated by recent advancements in Deep Reinforcement Learning (RL), we have developed an RL agent to manage the operation of storage devices in a household and is designed to maximize demand-side cost savings.

reinforcement-learning Reinforcement Learning (RL)