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Dec, 2019
深度选项学习中权重共享的作用
On the Role of Weight Sharing During Deep Option Learning
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Matthew Riemer, Ignacio Cases, Clemens Rosenbaum, Miao Liu, Gerald Tesauro
TL;DR
本篇论文提出了一种针对option-critic架构中参数独立性的扩展,可以显著提高使用长期选项训练游戏的稳定性和效率。
Abstract
The
options framework
is a popular approach for building temporally extended actions in
reinforcement learning
. In particular, the
option-critic
→