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

• Main Author: Khan, Muhammad Shehryar
• Format: Thesis
• Language: English
• Published: 2019
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/96670/1/MuhammadShehryarKhanMSC2019.pdf.pdf; http://eprints.utm.my/id/eprint/96670/; http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:143073

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...