Artem Baklanov
Research Scholar
Agriculture, Forestry, and Ecosystem Services Research Group
Biodiversity and Natural Resources Program
Research Scholar
Exploratory Modeling of Human-natural Systems Research Group
Advancing Systems Analysis Program
Biography
Artem Baklanov joined IIASA as a Postdoctoral Research Scholar in September 2014. He is currently affiliated with the Exploratory Modeling of Human-Natural Systems (EM) research group within the Advancing Systems Analysis (ASA) program, where he works on the application of control theory, game theory, and machine learning to inform environmental decision making. Currently, he develops tools for a trade-off analysis in Integrated Assessment Models (IAMs) and studies consistency between short-term policies and long-term targets. Dr. Baklanov applies the attainable set approach to circumscribe possible short-term actions that are consistent with a specified long-term target, as well as to reveal which long-term targets are still attainable depending on a chosen short-term policy.Last update: 22 JAN 2021
Publications
Baklanov, A. (2016). Nash equilibria in reactive strategies. In: International conference in memory of Academician Arkady Kryazhimskiy, 3-8 October 2016, Ekaterinburg, Russia.
Baklanov, A. , Fritz, S. , Khachay, M., Nurmukhametov, O., & See, L. (2016). The Cropland Capture Game: good annotators versus vote aggregation methods. In: Advanced Computational Methods for Knowledge Engineering - Proceedings of the 4th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2016, 2-3 May, 2016, Vienna, Austria. pp. 167-180 Cham, Switzerland: Springer International Publishing. ISBN 978-3-319-38884-7 10.1007/978-3-319-38884-7_13.
Baklanov, A. , Fritz, S. , Khachay, M., Nurmukhametov, O., Salk, C., See, L. , & Shchepashchenko, D. (2016). Improved Vote Aggregation Techniques for the Geo-Wiki Cropland Capture Crowdsourcing Game. In: European Geosciences Union (EGU) General Assembly 2016, 17–22 April 2016, Vienna, Austria.
Baklanov, A. (2016). On density properties of weakly absolutely continuous measures. Modern Problems in Mathematics and its Applications 1662 62-72.
Baklanov, A. , Fritz, S. , Khachay, M., Nurmukhametov, O., Salk, C., & Shchepashchenko, D. (2016). Votes Aggregation Techniques in Geo-Wiki Crowdsourcing Game: a Case Study. In: Proceedings of the 5th International Conference on Analysis of Images, Social Networks and Texts, AIST 2016, Yekaterinburg, Russia, April 7-9, 2016, Revised Selected Papers. pp. 50-60 Springer.