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Aleksei Shpilman — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Aleksei Shpilman
8
papers ·
68
citations ·
8
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deep Multi-Agent Reinforcement Learning with Relevance Graphs
2018 · 36 citations
Scalable Multi-Agent Model-Based Reinforcement Learning
2022 · 8 citations
Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World
2021 · 6 citations
Balancing Rational and Other-Regarding Preferences in Cooperative-Competitive Environments
2021 · 3 citations
Self-Imitation Learning from Demonstrations
2022 · 3 citations
Maximum Entropy Model-based Reinforcement Learning
2021
Top co-authors
Dmitry Ivanov
· 2
Oleg Svidchenko
· 2
Vladimir Egorov
· 2
Vladimir Egorov
· 2
Adrian Egli
· 1
Aleksandar Nikov
· 1
Aleksandra Malysheva
· 1
Chae-Bong Sohn
· 1
Christian Scheller
· 1
Daniel Kudenko
· 1
David Galevski
· 1
Dmitry Ivanov
· 1
Topics
Multi-Agent
Game AI
Value-Based
Model-Based RL
Policy Gradient
Exploration
Safe RL
Offline RL
Meta-RL