强化学习中资格迹的作用

The Function of Eligibility Traces in Reinforcement Learning

强化学习一词来自行为心理学该学科把学习看作反复试验的过程,强化学习系统中的资格迹用来解决时间信度分配问题,文章介绍,了资格迹的基本原理和实现方法。

The word, reinforcement learning, comes from behavior psychology. This subject takes learning as trial and error process so as to map world state to the actions. The eligibility traces of reinforcement learning system are used to solve temporal credit assignment problems. In this paper, the basic principle and implementation methods of eligibility traces are presented. ;;