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Scalable Multi-Agent Model-Based Reinforcement Learning


May 25, 2022
Vladimir Egorov, Aleksei Shpilman

* AAMAS'2022, cite https://dl.acm.org/doi/abs/10.5555/3535850.3535894 

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Self-Imitation Learning from Demonstrations


Mar 21, 2022
Georgiy Pshikhachev, Dmitry Ivanov, Vladimir Egorov, Aleksei Shpilman


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


Mar 30, 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

* 28 pages, 8 figures 

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


Feb 24, 2021
Dmitry Ivanov, Vladimir Egorov, Aleksei Shpilman

* Short version of this paper is accepted to AAMAS 2021 

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