A Centralised Soft Actor Critic Deep Reinforcement Learning Approach to District Demand Side Management through CityLearn

22 September 2020

Papers citing "A Centralised Soft Actor Critic Deep Reinforcement Learning Approach to District Demand Side Management through CityLearn"

4 / 4 papers shown

Title
MERLIN: Multi-agent offline and transfer learning for occupant-centric energy flexible operation of grid-interactive communities using smart meter data and CityLearn Kingsley Nweye S. Sankaranarayanan Zoltán Nagy OffRL AI4CE 30 25 0 31 Dec 2022
Real-world challenges for multi-agent reinforcement learning in grid-interactive buildings Kingsley Nweye Bo Liu Peter Stone Zoltán Nagy OffRL AI4CE 37 37 0 25 Nov 2021
Development of a Soft Actor Critic Deep Reinforcement Learning Approach for Harnessing Energy Flexibility in a Large Office Building Anjukan Kathirgamanathan E. Mangina D. Finn AI4CE 24 38 0 25 Apr 2021
CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management José R. Vázquez-Canteli Sourav Dey G. Henze Zoltán Nagy AI4CE 6 62 0 18 Dec 2020