Optimizing exploration parameter in dueling deep Q-networks for complex gaming environment

Reinforcement Learning is being used to solve various tasks. A Complex Environment is a recent problem at hand for Reinforcement Learning, which employs an Agent who interacts with the surroundings and learns to solve whatever task has to be done. To solve a Complex Environment efficiently using a R...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي: Khan, Muhammad Shehryar
التنسيق: أطروحة
اللغة:الإنجليزية
منشور في: 2019
الموضوعات:
الوصول للمادة أونلاين:http://eprints.utm.my/96670/1/MuhammadShehryarKhanMSC2019.pdf.pdf