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Research
Research projects
Publications
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May, Ross, Carling, Kenneth, Huang, Pei. Does a smart agent overcome the tragedy of the commons in residential prosumer communities?, Energy Policy, 2023. Article : refereed.
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May, Ross, Huang, Pei. A multi-agent reinforcement learning approach for investigating and optimising peer-to-peer prosumer energy markets, Applied Energy, 2023, Vol. 334. Article : refereed.
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May, Ross. On the Feasibility of Reinforcement Learning in Single- and Multi-Agent Systems : The Cases of Indoor Climate and Prosumer Electricity Trading Communities, Dalarna University, 2023. Doctoral thesis.
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Han, Mengjie, May, Ross, Zhang, Xingxing, Wang, Xinru, Pan, Song, Da, Yan, Jin, Yuan. A novel reinforcement learning method for improving occupant comfort via window opening and closing, Sustainable cities and society, 2020, Vol. 61. Article : refereed.
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Han, Mengjie, May, Ross, Zhang, Xingxing, Wang, Xinru, Pan, Song, Yan, Da, Jin, Yuan, Xu, Liguo. A review of reinforcement learning methodologies for controlling occupant comfort in buildings, Sustainable cities and society, 2019, Vol. 51. Article : refereed.
