To discount or not to discount in reinforcement learning: A case study comparing R learning and Q learning
https://www.cs.cmu.edu/afs/cs/project/jair/pub/volume4/kaelbling96a-html/node26.html
【平均-打折奖励】
Schwartz [106] examined the problem of adapting Q-learning to an average-reward framework. Although his R-learning algorithm seems to exhibit convergence problems for some MDPs, several researchers have found the average-reward criterion closer to the true problem they wish to solve than a discounted criterion and therefore prefer R-learning to Q-learning [69].
To discount or not to discount in reinforcement learning: A case study comparing R learning and Q learning的更多相关文章
- (转) Deep Learning Research Review Week 2: Reinforcement Learning
Deep Learning Research Review Week 2: Reinforcement Learning 转载自: https://adeshpande3.github.io/ad ...
- (转) Using the latest advancements in AI to predict stock market movements
Using the latest advancements in AI to predict stock market movements 2019-01-13 21:31:18 This blog ...
- 强化学习(Reinfment Learning) 简介
本文内容来自以下两个链接: https://morvanzhou.github.io/tutorials/machine-learning/reinforcement-learning/ https: ...
- (zhuan) Deep Reinforcement Learning Papers
Deep Reinforcement Learning Papers A list of recent papers regarding deep reinforcement learning. Th ...
- (转) Deep Learning in a Nutshell: Reinforcement Learning
Deep Learning in a Nutshell: Reinforcement Learning Share: Posted on September 8, 2016by Tim Dettm ...
- (转) Deep Reinforcement Learning: Pong from Pixels
Andrej Karpathy blog About Hacker's guide to Neural Networks Deep Reinforcement Learning: Pong from ...
- Deep Reinforcement Learning: Pong from Pixels
这是一篇迟来很久的关于增强学习(Reinforcement Learning, RL)博文.增强学习最近非常火!你一定有所了解,现在的计算机能不但能够被全自动地训练去玩儿ATARI(译注:一种游戏机) ...
- [DQN] What is Deep Reinforcement Learning
已经成为DL中专门的一派,高大上的样子 Intro: MIT 6.S191 Lecture 6: Deep Reinforcement Learning Course: CS 294: Deep Re ...
- Deep Reinforcement Learning 基础知识
Introduction 深度增强学习Deep Reinforcement Learning是将深度学习与增强学习结合起来从而实现从Perception感知到Action动作的端对端学习的一种全新的算 ...
随机推荐
- 10.1综合强化刷题 Day2 morning
一道图论神题(god) Time Limit:1000ms Memory Limit:128MB 题目描述 LYK有一张无向图G={V,E},这张无向图有n个点m条边组成.并且这是一张带权图,只有 ...
- JSOI 2009 BZOJ 1444 有趣的游戏
题面 题目描述 小阳阳发明了一个有趣的游戏:有n个玩家,每一个玩家均有一个长度为 l 的字母序列,任何两个玩家的字母序列不同.共有m种不同的字母,所有的字母序列都由这m种字母构成,为了方便,我们取大写 ...
- SecureCRT设置每次连接使用后的日志
- pt-online-schema-change原理解析(转)
pt-online-schema-change原理解析 博客相关需要阅读 - zengkefu - 博客园 .pt-online-schema-change工具的使用限制: ).如果修改表有外键,除非 ...
- xampp添加 django支持
apache配置文件中添加 WSGIScriptAlias /chatbot1 /Users/css/djangoprojects/chatbot1/chatbot1/wsgi.pyWSGIPytho ...
- Solidworks如何制作动画1
1点击窗口下方的"运动算例1"可以弹出动画的面板,右击该"运动算例1"还可以对这个动画窗口重命名等操作. 2 我们从最简单的动画开始,假设图示装配体,想要把它从 ...
- Java数组去掉反复的方法集
经经常使用到,有时候不仅仅是简单的基本类型,那种能够用set集合去重,好多时间用到的是我们自己定义的类型,以下举个样例(我这儿就那int举例了): 方法一. 这样的类似与选择排序算法,首先我们取i值, ...
- VueJS自定义全局和局部指令
除了默认设置的核心指令( v-model 和 v-show ), Vue 也允许注册自定义指令. 使用directive自定义全局指令 下面我们注册一个全局指令 v-focus, 该指令的功能是在页面 ...
- 【ORACLE】ORA-27102: out of memory报错的处理
************************************************************************ ****原文:blog.csdn.net/clark_ ...
- [读书笔记] learn python the hard way书中 有关powershell 的一些小问题
ex46中,创建自己的python, 当你激活环境时 .\.venvs\lpthw\ Scripts\activate 会报一个错误 此时需要以管理员身份运行PowerShell,(当前的PS不用关 ...