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04/25/2021
Development of a Soft Actor Critic Deep Reinforcement Learning Approach for Harnessing Energy Flexibility in a Large Office Building
This research is concerned with the novel application and investigation ...
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09/22/2020
A Centralised Soft Actor Critic Deep Reinforcement Learning Approach to District Demand Side Management through CityLearn
Reinforcement learning is a promising model-free and adaptive controller...
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07/14/2020
The ASHRAE Great Energy Predictor III competition: Overview and results
In late 2019, ASHRAE hosted the Great Energy Predictor III (GEPIII) mach...
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06/03/2020
The Building Data Genome Project 2: Energy meter data from the ASHRAE Great Energy Predictor III competition
This paper describes an open data set of 3,053 energy meters from 1,636 ...
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06/03/2020