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Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities

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Institución detectada Año de publicación Navegá Descargá Solicitá
No detectada 2020 ACM Digital Library

Información

Tipo de recurso:

actas de congreso

ISBN impreso

978-1-4503-8193-2

Editor responsable

Association for Computing Machinery (ACM)

País de edición

Estados Unidos

Fecha de publicación

Información sobre derechos de publicación

Copyright © ACM, Inc.

Cobertura temática

computacion

Ciencias de la computación e información

Tabla de contenidos

doi: 10.1145/3427773.3427865

Transferable Reinforcement Learning for Smart Homes

Xiangyu Zhang; Xin Jin; Charles Tripp; David J. Biagioni; Peter Graf; Huaiguang Jiang

Pp. No disponible

doi: 10.1145/3427773.3427867

Continual adaptation in deep reinforcement learning-based control applied to non-stationary building environments

Avisek Naug; Marcos Quiñones-Grueiro; Gautam Biswas

Pp. No disponible

doi: 10.1145/3427773.3427873

Flexible Reinforcement Learning Framework for Building Control using EnergyPlus-Modelica Energy Models

Joon-Yong Lee; Sen Huang; Aowabin Rahman; Amanda D. Smith; Srinivas Katipamula

Pp. No disponible

doi: 10.1145/3427773.3427866

Electricity Pricing aware Deep Reinforcement Learning based Intelligent HVAC Control

Kuldeep Kurte; Jeffrey Munk; Kadir Amasyali; Olivera Kotevska; Borui Cui; Teja Kuruganti; Helia Zandi

Pp. No disponible

doi: 10.1145/3427773.3427863

Augmenting Reinforcement Learning with a Planning Model for Optimizing Energy Demand Response

Lucas Spangher; Akash Gokul; Manan Khattar; Joseph Palakapilly; Utkarsha Agwan; Akaash Tawade; Costas Spanos

Pp. No disponible

doi: 10.1145/3427773.3427868

Deep Reinforcement Learning in Buildings

Anand Krishnan Prakash; Samir Touzani; Mariam Kiran; Shreya Agarwal; Marco Pritoni; Jessica Granderson

Pp. No disponible

doi: 10.1145/3427773.3427872

A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters

David J. Biagioni; Xiangyu Zhang; Peter Graf; Devon Sigler; Wesley Jones

Pp. No disponible

doi: 10.1145/3427773.3427869

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

Anjukan Kathirgamanathan; Kacper Twardowski; Eleni Mangina; Donal P. Finn

Pp. No disponible

doi: 10.1145/3427773.3427864

Less is More

S. Murugesan; Z. Jiang; M. J. Risbeck; J. Amores; C. Zhang; V. Ramamurti; K. H. Drees; Y. M. Lee

Pp. No disponible

doi: 10.1145/3427773.3427862

Demand Response through Price-setting Multi-agent Reinforcement Learning

Morten Herget Christensen; Cédric Ernewein; Pierre Pinson

Pp. No disponible