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Ermek Aitygulov
Publication Activity (10 Years)
Years Active: 2018-2021
Publications (10 Years): 6
Top Topics
Hierarchical Reinforcement Learning
Model Free
Robotic Arm
Defeasible Logic
Top Venues
CoRR
Cogn. Syst. Res.
RAAI Summer School
Knowl. Based Syst.
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Publications
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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
,
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)
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)
Ermek Aitygulov
The Use of Reinforcement Learning in the Task of Moving Objects with the Robotic Arm.
RAAI Summer School
(2019)
Ermek Aitygulov
,
Gleb A. Kiselev
,
Aleksandr I. Panov
Task and Spatial Planning by the Cognitive Agent with Human-Like Knowledge Representation.
ICR
(2018)