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1709.05077
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Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning
15 September 2017
Yuanlong Li
Yonggang Wen
K. Guan
Dacheng Tao
AI4CE
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Papers citing
"Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning"
22 / 22 papers shown
Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC
Ozan Baris Mulayim
Elias N. Pergantis
Levi D. Reyes Premer
Bingqing Chen
Guannan Qu
Kevin J. Kircher
Mario Bergés
121
1
0
01 Oct 2025
Fusion Intelligence for Digital Twinning AI Data Centers: A Synergistic GenAI-PhyAI Approach
R. Wang
Minghao Li
Zhiwei Cao
Jimin Jia
K. Guan
Yonggang Wen
AI4CE
201
1
0
26 May 2025
Toward Physics-Informed Machine Learning for Data Center Operations: A Tropical Case Study
R. Wang
Zhiwei Cao
Qingang Zhang
Rui Tan
Yonggang Wen
Tommy Leung
Stuart Kennedy
Justin Teoh
AI4CE
108
2
0
26 May 2025
Data Center Cooling System Optimization Using Offline Reinforcement Learning
International Conference on Learning Representations (ICLR), 2025
Xianyuan Zhan
Xiangyu Zhu
Peng Cheng
Xiao Hu
Ziteng He
...
Chenhui Liu
Tianshun Hong
Huiwen Zheng
Yunxin Liu
Feng Zhao
AI4CE
438
4
0
17 Feb 2025
Experimental evaluation of offline reinforcement learning for HVAC control in buildings
Jun Wang
Linyan Li
Qi Liu
Yu Yang
OffRL
AI4CE
181
2
0
15 Aug 2024
Reinforcement Learning for Sustainable Energy: A Survey
Koen Ponse
Felix Kleuker
Márton Fejér
Álvaro Serra-Gómez
Aske Plaat
Thomas M. Moerland
OffRL
AI4CE
251
7
0
26 Jul 2024
Enhancing Cyber Security Through Predictive Analytics: Real-Time Threat Detection and Response
Muhammad Danish
163
8
0
15 Jul 2024
A Survey of Constraint Formulations in Safe Reinforcement Learning
Akifumi Wachi
Xun Shen
Yanan Sui
344
38
0
03 Feb 2024
An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control
Artificial Intelligence Review (Artif Intell Rev), 2024
Antonio Manjavacas
Alejandro Campoy-Nieves
Javier Jiménez Raboso
Miguel Molina-Solana
Juan Gómez-Romero
AI4CE
156
29
0
11 Jan 2024
From Past to Future: Rethinking Eligibility Traces
Dhawal Gupta
Scott M. Jordan
Shreyas Chaudhari
Bo Liu
Philip S. Thomas
Bruno Castro da Silva
266
4
0
20 Dec 2023
Hierarchical Reinforcement Learning for Power Network Topology Control
Blazej Manczak
Jan Viebahn
H. V. Hoof
238
9
0
03 Nov 2023
FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks
Asia-Pacific Computer Systems Architecture Conference (ACSA), 2023
Buse G. A. Tekgul
Nadarajah Asokan
AAML
238
4
0
27 Jul 2023
Development and Validation of an AI-Driven Model for the La Rance Tidal Barrage: A Generalisable Case Study
Applied Energy (Appl. Energy), 2022
Túlio Marcondes Moreira
Jackson Geraldo de Faria
Pedro O. S. Vaz de Melo
G. Medeiros-Ribeiro
61
8
0
10 Feb 2022
Monotonic Neural Network: combining Deep Learning with Domain Knowledge for Chiller Plants Energy Optimization
Fanhe Ma
Faen Zhang
Shenglan Ben
Shuxin Qin
Pengcheng Zhou
Changsheng Zhou
Fengyi Xu
128
2
0
11 Jun 2021
Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems
Adaptive Agents and Multi-Agent Systems (AAMAS), 2021
Yaodong Yang
Jun Luo
Ying Wen
Oliver Slumbers
D. Graves
H. Ammar
Jun Wang
Matthew E. Taylor
175
39
0
15 Feb 2021
AI Chiller: An Open IoT Cloud Based Machine Learning Framework for the Energy Saving of Building HVAC System via Big Data Analytics on the Fusion of BMS and Environmental Data
Yong Yu
AI4CE
82
5
0
09 Oct 2020
One for Many: Transfer Learning for Building HVAC Control
International Conference on Systems for Energy-Efficient Built Environments (BuildSys), 2020
Shichao Xu
Yixuan Wang
Yanzhi Wang
Zheng O’Neill
Qi Zhu
AI4CE
222
73
0
09 Aug 2020
A Relearning Approach to Reinforcement Learning for Control of Smart Buildings
Avisek Naug
Marcos Quiñones-Grueiro
G. Biswas
CLL
120
12
0
04 Aug 2020
Temporally-Extended ε-Greedy Exploration
Will Dabney
Georg Ostrovski
André Barreto
169
38
0
02 Jun 2020
Data-driven control of micro-climate in buildings: an event-triggered reinforcement learning approach
Applied Energy (Appl Energy), 2020
A. H. Hosseinloo
Alexander Ryzhov
A. Bischi
H. Ouerdane
K. Turitsyn
M. Dahleh
AI4CE
96
45
0
28 Jan 2020
Two-stage WECC Composite Load Modeling: A Double Deep Q-Learning Networks Approach
IEEE Transactions on Smart Grid (IEEE Trans. Smart Grid), 2019
Xinan Wang
Yishen Wang
Di Shi
Jianhui Wang
Zhiwei Wang
151
57
0
08 Nov 2019
Intelligent Trainer for Model-Based Reinforcement Learning
Yuanlong Li
Linsen Dong
Xin Zhou
Yonggang Wen
K. Guan
OffRL
186
0
0
24 May 2018
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