---
title: "RL前沿"
date: 2018-12-29
lastmod: 2020-01-05
weight: 7
type: 
icon: #
description: "人工智能高阶路线图,RL前沿"
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---


- Model-based RL
- Bayesian RL
- 提升模型样本利用率的方法
- Distributed RL
- Relational RL


## 相关学习资源


### Model-based RL

见<https://arxiv.org/pdf/2006.16712.pdf>


### Bayesian RL

这方面研究很多且进展很快，可以见<http://proceedings.mlr.press/v108/grover20a.html>及相关研究


### 提升模型样本利用率的方法

可以见self imitation learning和prioritized experience replay相关研究


### Distributed RL

见<https://arxiv.org/abs/1802.01561>及后续研究


### Relational RL

见<https://arxiv.org/pdf/1806.01830.pdf>及相关研究