BriefGPT.xyz
Aug, 2011
从多个MDPs转移
Transfer from Multiple MDPs
HTML
PDF
Alessandro Lazaric, Marcello Restelli
TL;DR
本文研究利用源任务采集的经验来加速强化学习算法的传递强化学习方法,介绍了在源任务与目标任务之间相似度的基础上适应转移过程的新算法,并在一个连续链问题中报告了描绘性实验结果。
Abstract
transfer reinforcement learning
(RL) methods leverage on the experience collected on a set of
source tasks
to speed-up RL algorithms. A simple and effective approach is to transfer samples from
→