Vasilii Davydov

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 7

Top Topics

Hierarchical Reinforcement Learning

Partially Observable

Grid Environment

Top Venues

Cogn. Syst. Res.

Knowl. Based Syst.

Publications

Vasilii Davydov, Alexey Skrynnik, Konstantin S. Yakovlev, Aleksandr I. Panov
Q-Mixing Network for Multi-Agent Pathfinding in Partially Observable Grid Environments. CoRR (2021)
Alexey Skrynnik, Aleksey Staroverov, Ermek Aitygulov, Kirill Aksenov, Vasilii Davydov, Aleksandr I. Panov
Forgetful experience replay in hierarchical reinforcement learning from expert demonstrations. Knowl. Based Syst. 218 (2021)
Alexey Skrynnik, Alexandra Yakovleva, Vasilii Davydov, Konstantin S. Yakovlev, Aleksandr I. Panov
Hybrid Policy Learning for Multi-Agent Pathfinding. IEEE Access 9 (2021)
Alexey Skrynnik, Aleksey Staroverov, Ermek Aitygulov, Kirill Aksenov, Vasilii Davydov, Aleksandr I. Panov
Hierarchical Deep Q-Network from imperfect demonstrations in Minecraft. Cogn. Syst. Res. 65 (2021)
Vasilii Davydov, Alexey Skrynnik, Konstantin S. Yakovlev, Aleksandr I. Panov
Q-Mixing Network for Multi-agent Pathfinding in Partially Observable Grid Environments. RCAI (2021)
Alexey Skrynnik, Aleksey Staroverov, Ermek Aitygulov, Kirill Aksenov, Vasilii Davydov, Aleksandr I. Panov
Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations. CoRR (2020)
Alexey Skrynnik, Aleksey Staroverov, Ermek Aitygulov, Kirill Aksenov, Vasilii Davydov, Aleksandr I. Panov
Hierarchical Deep Q-Network with Forgetting from Imperfect Demonstrations in Minecraft. CoRR (2019)