Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Human-in-the-loop Microgrid Project: Human-in-the-loop Microgrid Project
Wang, H. (Primary Chief Investigator (PCI)), de Nijs, F. (Chief Investigator (CI)) & Say, B. (Chief Investigator (CI))
Australian Research Council (ARC)
15/11/23 → 14/05/27
Project: Research
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RACE for 2030: Reliable Affordable Clean Energy for 2030 Cooperative Research Centre (RACE for 2030 CRC)
Beins, D. (Primary Chief Investigator (PCI)), Bahrani, B. (Chief Investigator (CI)), Leroux, A. (Chief Investigator (CI)), Kraal, D. (Chief Investigator (CI)), Razzaghi, R. (Chief Investigator (CI)), Strengers, Y. (Chief Investigator (CI)), Goodwin, S. (Chief Investigator (CI)), Pink, S. (Chief Investigator (CI)), Rudolph, C. (Chief Investigator (CI)), Raven, R. (Chief Investigator (CI)), Bergmeir, C. (Chief Investigator (CI)), Saunderson, J. (Chief Investigator (CI)), Leslie, G. (Chief Investigator (CI)), Gangadharan, L. (Chief Investigator (CI)), Islam, A. (Chief Investigator (CI)), Wang, L. C. (Chief Investigator (CI)), Ward, M. (Chief Investigator (CI)), Xiao, E. (Chief Investigator (CI)), Wallace, M. (Chief Investigator (CI)), Tack, G. (Chief Investigator (CI)), Stuckey, P. (Chief Investigator (CI)), Li, Y.-F. (Chief Investigator (CI)), Pan, S. (Chief Investigator (CI)), de Nijs, F. (Chief Investigator (CI)), Buckingham, E. (Chief Investigator (CI)), Denis-Ryan, A. (Chief Investigator (CI)), Ens, B. (Chief Investigator (CI)), Dargaville, R. (Chief Investigator (CI)), Chang, X. (Chief Investigator (CI)), Yu, J. (Chief Investigator (CI)), White, S. (Chief Investigator (CI)), Zlatanov, N. (Chief Investigator (CI)), Hyndman, R. (Chief Investigator (CI)), Panagiotelis, A. (Chief Investigator (CI)) & Athanasopoulos, G. (Chief Investigator (CI))
1/07/20 → 30/06/31
Project: Research
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AI-ready flexible buildings: AI-ready flexible buildings to minimise carbon intensity
Liebman, A. (Primary Chief Investigator (PCI)) & de Nijs, F. (Chief Investigator (CI))
16/03/23 → 15/09/23
Project: Research
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Stemly Forecasting and Optimisation Project
Tan, C. W. (Primary Chief Investigator (PCI)), Bergmeir, C. (Chief Investigator (CI)), Stuckey, P. (Chief Investigator (CI)) & de Nijs, F. (Chief Investigator (CI))
22/04/22 → 5/08/22
Project: Research
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Optimal Decision-Making in Probabilistic Multi-Agent Learning Environments
Gutierrez, J. (Primary Chief Investigator (PCI)), de Nijs, F. (Chief Investigator (CI)), Lin, A. (Chief Investigator (CI)), Najib Azca, M. (Chief Investigator (CI)) & Markgraf, O. (Chief Investigator (CI))
1/01/22 → 31/12/23
Project: Research
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Exploring hydrogen supply/demand networks: Modeller and domain expert views
Klapperstueck, M., de Nijs, F., Senthooran, I., Lee-Kopij, J., de la Banda, M. G. & Wybrow, M., Sept 2023, 29th International Conference on Principles and Practice of Constraint Programming. Yap, R. H. C. (ed.). Wadern Germany: Schloss Dagstuhl, Vol. 280. 18 p. 21Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile1 Citation (Scopus) -
Model-free approach to fair solar PV curtailment using reinforcement learning
Wei, Z., De Nijs, F., Li, J. & Wang, H., 2023, Proceedings of the 2023 The 14th ACM International Conference on Future Energy Systems. S.Quintana-Orti, E. & Vandierendonck, H. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 14-21 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile3 Citations (Scopus) -
Proximal policy optimization based reinforcement learning for joint bidding in energy and frequency regulation markets
Anwar, M., Wang, C., De Nijs, F. & Wang, H., 2022, 2022 IEEE Power and Energy Society General Meeting, PESGM 2022. IEEE, Institute of Electrical and Electronics Engineers, p. 1-5 5 p. (IEEE Power and Energy Society General Meeting; vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other
11 Citations (Scopus) -
Constrained multiagent Markov decision processes: a taxonomy of problems and algorithms
de Nijs, F., Walraven, E., de Weerdt, M. M. & Spaan, M. T. J., 8 Mar 2021, In: Journal of Artificial Intelligence Research. 70, p. 955-1001 47 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile24 Citations (Scopus) -
Evaluating Meta-Reinforcement Learning through a HVAC control benchmark (Student Abstract)
Grewal, Y. S., de Nijs, F. & Goodwin, S., 2021, The Thirty-Fifth AAAI Conference on Artificial Intelligence. Leyton-Brown, K. & M. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 15785-15786 2 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 18).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile