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Q-Mixing Network for Multi-Agent Pathfinding in Partially Observable Grid Environments



Vasilii Davydov , Alexey Skrynnik , Konstantin Yakovlev , Aleksandr I. Panov

* This is a preprint of the paper accepted to RCAI 2021. It contains 11 pages and 5 figures 

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Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations



Alexey Skrynnik , Aleksey Staroverov , Ermek Aitygulov , Kirill Aksenov , Vasilii Davydov , Aleksandr I. Panov


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Hierarchical Deep Q-Network from Imperfect Demonstrations in Minecraft



Alexey Skrynnik , Aleksey Staroverov , Ermek Aitygulov , Kirill Aksenov , Vasilii Davydov , Aleksandr I. Panov


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Hierarchical Deep Q-Network with Forgetting from Imperfect Demonstrations in Minecraft



Alexey Skrynnik , Aleksey Staroverov , Ermek Aitygulov , Kirill Aksenov , Vasilii Davydov , Aleksandr I. Panov


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