MERLIN: Multi-agent offline and transfer learning for occupant-centric energy flexible operation of grid-interactive communities using smart meter data and CityLearn

31 December 2022

Papers citing "MERLIN: Multi-agent offline and transfer learning for occupant-centric energy flexible operation of grid-interactive communities using smart meter data and CityLearn"

5 / 5 papers shown

Title
CityLearn v2: Energy-flexible, resilient, occupant-centric, and carbon-aware management of grid-interactive communities Kingsley Nweye Kathryn Kaspar Giacomo Buscemi Tiago Fonseca G. Pinto ... Luis Lino Ferreira Tianzhen Hong Mohamed Ouf Alfonso Capozzoli Zoltán Nagy 19 7 0 02 May 2024
Decentralized Coordination of Distributed Energy Resources through Local Energy Markets and Deep Reinforcement Learning Daniel May Matthew E. Taylor Petr Musílek 20 0 0 19 Apr 2024
Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households Gargya Gokhale Niels Tiben Marie-Sophie Verwee Manu Lahariya Bert Claessens Chris Develder 11 2 0 29 Oct 2023
GridLearn: Multiagent Reinforcement Learning for Grid-Aware Building Energy Management Aisling Pigott Constance Crozier K. Baker Zoltán Nagy AI4CE 64 39 0 12 Oct 2021
NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning Rongjun Qin Songyi Gao Xingyuan Zhang Zhen Xu Shengkai Huang Zewen Li Weinan Zhang Yang Yu OffRL 132 78 0 01 Feb 2021