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Jun, 2011
使用递归最小二乘法的高效强化学习
Efficient Reinforcement Learning Using Recursive Least-Squares Methods
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H. He, D. Hu, X. Xu
TL;DR
本文提出和分析了两种基于RLS方法的强化学习算法, 即RLS-TD(lambda)和Fast-AHC, 利用这些算法可以提高学习预测和学习控制的数据效率。
Abstract
The
recursive least-squares
(RLS) algorithm is one of the most well-known algorithms used in
adaptive filtering
, system identification and adaptive control. Its popularity is mainly due to its fast convergence sp
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