1. 策略迭代算法： 初始化.策略評(píng)估：(一般而言丸升，下式中為固定策略由于策略更新)策略更新：如果與上次迭代相比沒(méi)有變化强胰，則停止翘簇；否則缠沈，轉(zhuǎn)回2摩渺。 ...
投稿
收錄了12篇文章 · 36人關(guān)注
-
策略迭代(Policy Iteration) -
Model-based RL
注：以下內(nèi)容基于CS598. 1. Estimate Model 給定數(shù)據(jù)集, 采用極大似然對(duì)模型進(jìn)行估計(jì)简烤。用表示的樣本數(shù)。 2. Analys...
-
CS598 Homework 1Question 1 Solution Thus, although there exists constant , it doesn't af...
-
統(tǒng)計(jì)強(qiáng)化學(xué)習(xí)(Statistical Reinforcement Learning)UIUC的Prof. Nan Jiang(姜楠)新開了一門Statistical Reinforcement Learning摇幻，課程主頁(yè)在這里横侦。...
-
Notes of Reinforcement Learning in ICML 2018ICML-2018 Seminar Notes There is a productive and meaningful seminar in ...
-
Papers of Multi Agent Reinforcement Learning(MARL)
Papers in Multi-Agent Reinforcement Learning(MARL) This is my paper list...
-
Introduction to Coordination in Multi-Agent Reinforcement LearningIt is a fact that we live in a world involving interaction with others, ...
-
馬爾科夫決策過(guò)程解法(Solution to MDP)1. 馬爾科夫決策過(guò)程 馬爾科夫決策過(guò)程(Markov Decision Process) 是一個(gè)由4個(gè)元素組成的元祖組成挥萌。 為狀態(tài); 為動(dòng)作;...
-
增強(qiáng)學(xué)習(xí)資源
增強(qiáng)學(xué)習(xí)是機(jī)器學(xué)習(xí)的一個(gè)重要分支。 如果您已經(jīng)具備機(jī)器學(xué)習(xí)枉侧、深度學(xué)習(xí)的基本知識(shí)引瀑，可以直接上手增強(qiáng)學(xué)習(xí)，這里推薦UC Berkerly的cs294...
-
為什么Q-Learning有效榨馁？
關(guān)于增強(qiáng)學(xué)習(xí)Q(s,a)的理解憨栽。 Temporaral Difference通過(guò)求解Belleman最優(yōu)方程來(lái)進(jìn)行預(yù)測(cè)和控制。關(guān)于最優(yōu)價(jià)值函數(shù)翼虫、...
{var%20f='http://v.t.sina.com.cn/share/share.php?appkey=1881139527',u=z||d.location,p=['&url=',e(u),'&title=',e(t||d.title),'&source=',e(r),'&sourceUrl=',e(l),'&content=',c||'gb2312','&pic=',e(p||'')].join('');function%20a(){if(!window.open([f,p].join(''),'mb',['toolbar=0,status=0,resizable=1,width=440,height=430,left=',(s.width-440)/2,',top=',(s.height-430)/2].join('')))u.href=[f,p].join('');};if(/Firefox/.test(navigator.userAgent))setTimeout(a,0);else%20a();})(screen,document,encodeURIComponent,'','','https://upload.jianshu.io/collections/images/599714/timg.jpeg', '推薦專題《增強(qiáng)學(xué)習(xí)Reinforcement Learning》（ 分享自 @簡(jiǎn)書 ）','http://www.reibang.com/c/84b356d704d5?utm_campaign=maleskine&utm_content=collection&utm_medium=reader_share&utm_source=weibo','頁(yè)面編碼gb2312|utf-8默認(rèn)gb2312'));){kind=link}