TRAINING A SINGLE MACHINE LEARNING AGENT USING REINFORCEMENT LEARNING AND IMITATION LEARNING METHODS IN UNITY ENVIRONMENT
| dc.contributor.author | Urmanov M. | |
| dc.contributor.author | Alimanova M. | |
| dc.date.accessioned | 2024-02-05T06:18:14Z | |
| dc.date.available | 2024-02-05T06:18:14Z | |
| dc.date.issued | 2020 | |
| dc.description.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. | |
| dc.identifier.citation | M. Urmanov, M. Alimanova / TRAINING A SINGLE MACHINE LEARNING AGENT USING REINFORCEMENT LEARNING AND IMITATION LEARNING METHODS IN UNITY ENVIRONMENT / СДУ хабаршысы - 2020 | |
| dc.identifier.issn | 2709-2631 | |
| dc.identifier.uri | https://repository.sdu.edu.kz/handle/123456789/1180 | |
| dc.language.iso | en | |
| dc.publisher | СДУ хабаршысы - 2020 | |
| dc.subject | Computer Science | |
| dc.subject | Game Development | |
| dc.subject | Artificial Intelligence | |
| dc.subject | Machine Learning | |
| dc.subject | Unity | |
| dc.subject | №1 | |
| dc.title | TRAINING A SINGLE MACHINE LEARNING AGENT USING REINFORCEMENT LEARNING AND IMITATION LEARNING METHODS IN UNITY ENVIRONMENT | |
| dc.type | Article |