A survey of inverse reinforcement learning techniques

• المؤلفون الرئيسيون: Shao, Zhifei, Er, Meng Joo
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/101589; http://hdl.handle.net/10220/16774
• المؤسسة: Nanyang Technological University

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...