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

dc.contributor.authorUrmanov M.
dc.contributor.authorAlimanova M.
dc.date.accessioned2024-02-05T06:18:14Z
dc.date.available2024-02-05T06:18:14Z
dc.date.issued2020
dc.description.abstractAbstract. 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.
dc.identifier.citationM. Urmanov, M. Alimanova / TRAINING A SINGLE MACHINE LEARNING AGENT USING REINFORCEMENT LEARNING AND IMITATION LEARNING METHODS IN UNITY ENVIRONMENT / СДУ хабаршысы - 2020
dc.identifier.issn2709-2631
dc.identifier.urihttps://repository.sdu.edu.kz/handle/123456789/1180
dc.language.isoen
dc.publisherСДУ хабаршысы - 2020
dc.subjectComputer Science
dc.subjectGame Development
dc.subjectArtificial Intelligence
dc.subjectMachine Learning
dc.subjectUnity
dc.subject№1
dc.titleTRAINING A SINGLE MACHINE LEARNING AGENT USING REINFORCEMENT LEARNING AND IMITATION LEARNING METHODS IN UNITY ENVIRONMENT
dc.typeArticle

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