Ermek Aitygulov

According to our database, Ermek Aitygulov authored at least 6 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Forgetful experience replay in hierarchical reinforcement learning from expert demonstrations.

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

Knowl. Based Syst., 2021

Hierarchical Deep Q-Network from imperfect demonstrations in Minecraft.

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

Cogn. Syst. Res., 2021

2020

Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations.

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

CoRR, 2020

2019

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

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

CoRR, 2019

The Use of Reinforcement Learning in the Task of Moving Objects with the Robotic Arm.

Ermek Aitygulov

Proceedings of the Artificial Intelligence, 2019

2018

Task and Spatial Planning by the Cognitive Agent with Human-Like Knowledge Representation.

Ermek Aitygulov, Gleb A. Kiselev, Aleksandr I. Panov

Proceedings of the Interactive Collaborative Robotics - Third International Conference, 2018