Goal modelling for deep reinforcement learning agents

• Main Authors: Leung, Jonathan, Shen, Zhiqi, Zeng, Zhiwei, Miao, Chunyan
• 其他作者: School of Computer Science and Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2022
• 主題: Engineering::Computer science and engineering; Deep Reinforcement Learning; Hierarchical Reinforcement Learning
• 在線閱讀: https://hdl.handle.net/10356/156966

Goals provide a high-level abstraction of an agent’s objectives and guide its behavior in complex environments. As agents become more intelligent, it is necessary to ensure that the agent’s goals are aligned with the goals of the agent designers to avoid unexpected or unwanted agent behavior. In thi...