Guaranteed hierarchical reinforcement learning

• 主要作者: Ang, Riley Xile
• 其他作者: Arvind Easwaran
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Reinforcement learning; PAC; Hierarchical reinforcement learning; Q-learning
• 在線閱讀: https://hdl.handle.net/10356/175473

Reinforcement learning (RL) is a sub-field of machine learning that aims to train an agent in an interactive environment to sequentially make choices via a process of trial-and-error, to maximize a total reward over time. RL has been studied for decades and has a strong and established theoretica...