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Title: Exploration By Random Network Distillation | Keavnn'Blog

Open Graph Title: Exploration By Random Network Distillation

X Title: Exploration By Random Network Distillation

Description: 这篇论文提出了RND，是一种新奇的内在探索机制，主要原理是使预测网络的特征逼近随机网络的特征，以此使得预测网络对不熟悉的状态给出较大的预测误差，由此设定内在奖励。 推荐程度中等： 1个额外的固定、不训练的随机网络 RND在强探索（hard exploration，奖励很稀疏）环境中表现不错

Open Graph Description: 这篇论文提出了RND，是一种新奇的内在探索机制，主要原理是使预测网络的特征逼近随机网络的特征，以此使得预测网络对不熟悉的状态给出较大的预测误差，由此设定内在奖励。 推荐程度中等： 1个额外的固定、不训练的随机网络 RND在强探索（hard exploration，奖励很稀疏）环境中表现不错

X Description: 这篇论文提出了RND，是一种新奇的内在探索机制，主要原理是使预测网络的特征逼近随机网络的特征，以此使得预测网络对不熟悉的状态给出较大的预测误差，由此设定内在奖励。 推荐程度中等： 1个额外的固定、不训练的随机网络 RND在强探索（hard exploration，奖励很稀疏）环境中表现不错

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Opengraph URL: http://StepNeverStop.github.io/random-network-distillation.html

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ReinforcementLearning https://stepneverstop.github.io/categories/ReinforcementLearning/
https://stepneverstop.github.io/random-network-distillation.html#简介
http://arxiv.org/abs/1810.12894http://arxiv.org/abs/1810.12894
https://github.com/openai/random-network-distillationhttps://github.com/openai/random-network-distillation
https://stepneverstop.github.io/random-network-distillation.html#方法
https://stepneverstop.github.io/random-network-distillation.html#状态归一化
https://stepneverstop.github.io/random-network-distillation.html#伪代码
https://stepneverstop.github.io/random-network-distillation.html#评价
Exploration By Random Network Distillationhttps://stepneverstop.github.io/random-network-distillation.html
Keavnnhttps://stepneverstop.github.io/
http://StepNeverStop.github.io/random-network-distillation.htmlhttps://stepneverstop.github.io/random-network-distillation.html
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1. 简介https://stepneverstop.github.io/random-network-distillation.html#简介
2. 方法https://stepneverstop.github.io/random-network-distillation.html#方法
2.1. 状态归一化https://stepneverstop.github.io/random-network-distillation.html#状态归一化
3. 伪代码https://stepneverstop.github.io/random-network-distillation.html#伪代码
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