Dmitry Ivanov

Dmitry Ivanov


Research Groups

Biography

Bachelor degree: Polytechnical University, Biophysics, Saint-Petersburg, Russia, 2016.

Masters degree: NRU HSE, "Big data analysis in business, economics, and society", Saint-Petersburg, 2018.

PhD: NRU HSE, Economics, Saint-petersburg.

Junior researcher in international laboratory of Game Theory and Decision Making, NRU HSE.

Researcher in the Agent Systems and Reinforcement Learning group, JetBrains Research.

Professional Activity

Reinforcement Learning, Semi-Supervised Learning

Publications

Improving State-of-the-Art in One-Class Classification by Leveraging Unlabeled Data

March 2022

Farid Bagirov, Dmitry Ivanov, Aleksei Shpilman

Arxiv preprint

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Self-Imitation Learning from Demonstrations

December 2021

Georgiy Pshikhachev, Dmitry Ivanov, Vladimir Egorov, Aleksei Shpilman

NeurIPS'2021 Deep Reinforcement Learning Workshop

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Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World

March 2021

Florian Laurent, Manuel Schneider, Christian Scheller, Jeremy Watson, Jiaoyang Li, Zhe Chen, Yi Zheng, Shao-Hung Chan, Konstantin Makhnev, Oleg Svidchenko, Vladimir Egorov, Dmitry Ivanov, Aleksei Shpilman, Evgenija Spirovska, Oliver Tanevski, Aleksandar Nikov, Ramon Grunder, David Galevski, Jakov Mitrovski, Guillaume Sartoretti, Zhiyao Luo, Mehul Damani, Nilabha Bhattacharya, Shivam Agarwal, Adrian Egli, Erik Nygren, Sharada Mohanty

NeurIPS 2020 Competition and Demonstration Track

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Balancing Rational and Other-Regarding Preferences in Cooperative-Competitive Environments

February 2021

Dmitry Ivanov, Vladimir Egorov, Aleksei Shpilman

International Conference on Autonomous Agents and MultiAgent Systems (AAMAS'2021)

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