TRAINING A SINGLE MACHINE LEARNING AGENT USING REINFORCEMENT LEARNING AND IMITATION LEARNING METHODS IN UNITY ENVIRONMENT

No Thumbnail Available

Date

2020

Journal Title

Journal ISSN

Volume Title

Publisher

СДУ хабаршысы - 2020

Abstract

Abstract. This paper provides a research of Unity plugin that helps to develop Machine Learning Agents within Unity engine environment. This work introduces training a single Machine Learning Agent using both Reinforcement Learning and Imitation Learning methods, comparing the results and effectiveness.

Description

Keywords

Computer Science, Game Development, Artificial Intelligence, Machine Learning, Unity, №1

Citation

M. Urmanov, M. Alimanova / TRAINING A SINGLE MACHINE LEARNING AGENT USING REINFORCEMENT LEARNING AND IMITATION LEARNING METHODS IN UNITY ENVIRONMENT / СДУ хабаршысы - 2020