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Deep Reinforcement Learning for Optimal Control of Space Heating

Deep Reinforcement Learning for Optimal Control of Space Heating

10 May 2018
Ádám Nagy
H. Kazmi
Farah Cheaib
Johan Driesen
    AI4CE
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Papers citing "Deep Reinforcement Learning for Optimal Control of Space Heating"

5 / 5 papers shown
Title
Integration of Multi-Mode Preference into Home Energy Management System Using Deep Reinforcement Learning
Integration of Multi-Mode Preference into Home Energy Management System Using Deep Reinforcement Learning
Mohammed Sumayli
Olugbenga Moses Anubi
24
0
0
02 May 2025
Employing Federated Learning for Training Autonomous HVAC Systems
Employing Federated Learning for Training Autonomous HVAC Systems
Fredrik Hagström
Vikas K. Garg
Fabricio Oliveira
AI4CE
76
0
0
01 May 2024
Demand response for residential building heating: Effective Monte Carlo
  Tree Search control based on physics-informed neural networks
Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks
Fabio Pavirani
Gargya Gokhale
Bert Claessens
Chris Develder
AI4CE
31
7
0
06 Dec 2023
Near-optimal Deep Reinforcement Learning Policies from Data for Zone
  Temperature Control
Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control
L. D. Natale
B. Svetozarevic
Philipp Heer
Colin N. Jones
OffRL
AI4CE
40
6
0
10 Mar 2022
Data-driven control of micro-climate in buildings: an event-triggered
  reinforcement learning approach
Data-driven control of micro-climate in buildings: an event-triggered reinforcement learning approach
A. H. Hosseinloo
Alexander Ryzhov
A. Bischi
H. Ouerdane
K. Turitsyn
M. Dahleh
AI4CE
19
41
0
28 Jan 2020
1