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WindyGridWorldQLearning
Q-learning (Watkins, 1989) is a simple way for agents to learn how to act optimally in controlled Markovian
domains. It amounts to an incremental method for dynamic programming which imposes limited computational
demands. It works by successively improving its evaluations of the quality of particular actions at particular states.
This paper presents and proves in detail a convergence theorem for Q,-learning based on that outlined in Watkins
(1989). We show that Q-learning converges to the optimum action-values with probability 1 so long as all actions
are repeatedly sampled in all states and the action-values are represented discretely. We also sketch extensions
to the cases of non-discounted, but absorbing, Markov environments, and where many Q values can be changed
each iteration, rather than just one.
- 2013-04-19 14:23:35下载
- 积分:1
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System-identification
三种方法辨识对象模型,内含详细讲解
运行方法:
修改当前路径为此文件夹;点击main.m运行老师给的数据,点击main2.m自动生成数据;弹出gui对话框,选择辨识方法。
(Three kinds of method to identify the object model, including a detailed explanation
Operation method:
Modify the current path to the folder click main.m to run the teacher to the data, the automatic generation of data and click the main2.m GUI dialog box pops up, the identification method.)
- 2014-11-04 16:00:53下载
- 积分:1
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exp1
基于MIT律的可调增益MARC,MIT自适应律可用于单个可调参数的情况,也可用于多个可调参数的情况(MIT-based law adjustable gain MARC, MIT adaptive law can be used in case of a single adjustable parameter can also be used in multiple situations tunable)
- 2013-12-17 10:55:17下载
- 积分:1
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teen
TEEN is a protocol developed for wireless sensor networks and is a routing protocol
- 2013-12-17 18:52:53下载
- 积分:1
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weina-filter-matlab1
维纳滤波器matlab实现,维纳滤波器matlab实现维纳滤波器matlab实现维纳滤波器matlab实现(Wiener filter matlab realize, Wiener filter Wiener filter matlab matlab matlab implementation of the Wiener filter)
- 2013-05-19 12:07:52下载
- 积分:1
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PLS
说明: 使用matalab语言应用PLS算法对近红外光谱进行回归。(PLS algorithm is used to regress near infrared spectrum with MATALAB language)
- 2020-05-07 23:58:01下载
- 积分:1
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MUSIC
MUSIC算法原理及其Matlab仿真.设有m个阵元,p个信号源,x(n)为观测数据,令其特征值分解,然后把特征矩阵U的列向量分为信号特征向量和噪声特征向量(MUSIC Algorithm and its Matlab simulation. With one array element m, p a signal, x (n) for the observed data, so that it eigenvalue decomposition, and then the column vector of characteristic matrix U eigenvectors into signal and noise characteristics vector)
- 2011-04-26 10:56:54下载
- 积分:1
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RLC_Circut
This program to solve and plot Volt and Current of RL,RC and RLC
- 2013-09-30 06:25:05下载
- 积分:1
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getrssi
GNURadio下获取mimo的RSSI(Get mimo GNURadio under the RSSI)
- 2020-09-08 16:08:05下载
- 积分:1
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BGf
计算给定图的最小费用最大流计算给定图的最小费用最大流计算给定图的最小费用最大流(Calculated for a given map of the minimum cost maximum flow calculation Given a graph of the minimum cost maximum flow calculation Given a graph of the minimum cost maximum flow)
- 2010-08-17 22:09:17下载
- 积分:1