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National Research University Higher School of EconomicsStudent ThesesApplication of Deep Neural Networks for Decision Making in First-person Shooter

Student
Title
Supervisor
Faculty
Educational Programme
Final Grade
Year of Graduation
Andrei Kashin
Application of Deep Neural Networks for Decision Making in First-person Shooter
Data Science
(Master’s programme)
2017
We propose a set of guidelines for training reinforcement learning agents in

Unreal Engine 4 using modern machine learning frameworks and utilizing latest

hardware. We propose an architecture for elastic distributed training

in complex and computationally intensive environments.

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