A survey of inverse reinforcement learning techniques

• Main Authors: Shao, Zhifei, Er, Meng Joo
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/101589; http://hdl.handle.net/10220/16774

This purpose of this paper is to provide an overview of the theoretical background and applications of inverse reinforcement learning (IRL). Reinforcement learning (RL) techniques provide a powerful solution for sequential decision making problems under uncertainty. RL uses an agent equipped with a...