From 020d4854ea3d6de148779c3296389adae0808ef2 Mon Sep 17 00:00:00 2001 From: Xinlei_Zhou <105836659+ZhouXiinlei@users.noreply.github.com> Date: Wed, 26 Apr 2023 00:18:49 +0800 Subject: [PATCH 1/5] feat:4.6.9.3 MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 初步增加4.6.9.3及其内容 --- 4.人工智能/4.6.9.3基本概念介绍.md | 8 ++++++++ 4.人工智能/static/4.6.9.3.1.png | Bin 0 -> 21215 bytes 2 files changed, 8 insertions(+) create mode 100644 4.人工智能/4.6.9.3基本概念介绍.md create mode 100644 4.人工智能/static/4.6.9.3.1.png diff --git a/4.人工智能/4.6.9.3基本概念介绍.md b/4.人工智能/4.6.9.3基本概念介绍.md new file mode 100644 index 0000000..f03baae --- /dev/null +++ b/4.人工智能/4.6.9.3基本概念介绍.md @@ -0,0 +1,8 @@ +# 基本概念介绍 +前面已经介绍过,强化学习难入坑的的原因之一就在于概念繁多。下面将进行基本概念的介绍,本章节最好能够理解,不理解也没有关系,但是建议作为参考章节常看常新。后续章节不理解某个概念时,便回来看看,相信一定能够做到常看常新、从而加深你对于概念的理解。下面将进行三个部分的介绍,分别为强化学习的基本过程、强化学习的基本要素、强化学习的目标。 + + +## 强化学习的基本过程 +前面已经介绍过强化学习的核心过程,在于智能体与环境进行交互,通过给出的奖励反馈作为信号学习的过程。简单地用图片表示如下: +![](static/4.6.9.3.1.png) +正是在这个与环境的交互过程中,智能体不断得到反馈,目标就是尽可能地让环境反馈的奖励足够大。 \ No newline at end of file diff --git a/4.人工智能/static/4.6.9.3.1.png b/4.人工智能/static/4.6.9.3.1.png new file mode 100644 index 0000000000000000000000000000000000000000..5eac3eccddebbc86c7fdf1b2f72c95667baf0a92 GIT binary patch literal 21215 zcmeGEWl$Vj)ISOjkc1=zcXxM(UDvTXm>mbE(gi;O7zdz|+m5C~pe3@i@rugRT?*?kM#U`b_b&(6ejzw{Q^-5d{7GXSeCgtXN)c82~xJ z=ja3LB>dky9~&PNsK0lg|Gyg$=>JX#?Ff!AAe|vyCag>=XwU*q+cM!E1qk%R>>v4c z_!Pbdg&}Z$hU$48iw&i7@M-GBDnKA#(AfVQZgl8qwA9OM|G2<5mC@r=)Q!2Y2GVLZ z)tYqeV_+`IDS$vLtzQ9KVS0mp{6_-&o5+2i$MhPtyP3!5t)uI-k zp1z^@EkdUy$7{gUNDsbn0#blRJN}cL(J=T$gV#m4O@BSQq4e8dypN>-5m+$I!p8_Q_{OAEtzubdS@E zMreG@lH+;!-jg$b$$1 z0)-Ka=vU}c?p}6xcY_r*#cvfgHKe9^;)|D)+h$LC`nD4kae@NYzQ)r?N(^vX%~hLq zzvtU^_()>8+Q`Xat<87i@>HlY4PT^$<#hB@_nC32x|PhH6*;Q5+{UD+BL7oetKS(b zZIS6>qaXFc`vN>D&B*ZvXQY7zyoIh6@d89M(Uw zYF@`-<7%mKDvIYfk8>8V=wz(byyjuy&>-06v-nZxv|IRaDT$?ietsStl>hUm-`UKE zDc%rHOYO^^0EtC}#}gTq?v&|-;@O(7wec}l)Rr_X7!fSL01#b40mFfOnEO?$-Q2eV zNd5g4^J%q;CYYxW&aB6f<$A_5pClUh!uMgug~hpd1A1Jw*?+4y9R+zW?vyDtJN1T; 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charset=UTF-8 Content-Transfer-Encoding: 8bit 初步完善内容 --- 4.人工智能/4.6.9.3基本概念介绍.md | 20 +++++++++++++++++++- 4.人工智能/static/4.6.9.3.2.png | Bin 0 -> 588793 bytes 4.人工智能/static/4.6.9.3.3.png | Bin 0 -> 16823 bytes 3 files changed, 19 insertions(+), 1 deletion(-) create mode 100644 4.人工智能/static/4.6.9.3.2.png create mode 100644 4.人工智能/static/4.6.9.3.3.png diff --git a/4.人工智能/4.6.9.3基本概念介绍.md b/4.人工智能/4.6.9.3基本概念介绍.md index f03baae..c021920 100644 --- a/4.人工智能/4.6.9.3基本概念介绍.md +++ b/4.人工智能/4.6.9.3基本概念介绍.md @@ -5,4 +5,22 @@ ## 强化学习的基本过程 前面已经介绍过强化学习的核心过程,在于智能体与环境进行交互,通过给出的奖励反馈作为信号学习的过程。简单地用图片表示如下: ![](static/4.6.9.3.1.png) -正是在这个与环境的交互过程中,智能体不断得到反馈,目标就是尽可能地让环境反馈的奖励足够大。 \ No newline at end of file +正是在这个与环境的交互过程中,智能体不断得到反馈,目标就是尽可能地让环境反馈的奖励足够大。 + +## 强化学习的基本要素 +为了便于理解,我们引入任天堂经典游戏——[新超级马里奥兄弟U](https://www.nintendoswitch.com.cn/new_super_mario_bros_u_deluxe/pc/index.html),作为辅助理解的帮手。作为一个2D横向的闯关游戏,它的状态空间和动作空间无疑是简单的。 + +![](static/4.6.9.3.2.png) + +1.智能体(Agent):它与环境交互,可以观察到环境并且做出决策,然后反馈给环境。在马里奥游戏中,能操控的这个马里奥本体就是智能体。 + +2.环境(Environment):智能体存在并且与其交互的世界。新超级马里奥兄弟U本身,就是一个环境。 + +3.状态(State):对环境当前所处环境的全部描述,记为 $S$。在马里奥游戏中,上面的这张图片就是在本时刻的状态。 + +4.动作(Action):智能体可以采取的行为,记为 $a$。在马里奥游戏中,马里奥能采取的动作只有:上、左、右三个。这属于**离散动作**,动作数量是有限的。而在机器人控制中,机器人能采取的动作是无限的,这属于**连续动作**。 + +5.策略(Policy):智能体采取动作的规则,分为**确定性策略**与**随机性策略**。确定性策略代表在相同的状态下,智能体所输出的动作是唯一的。而随机性策略哪怕是在相同的状态下,输出的动作也有可能不一样。这么说有点过于抽象了,那么请思考这个问题:在下面这张图的环境中,如果执行确定性策略会发生什么? +
+ +
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zTRrfLO1v2=#{~lf$mNyq${-D}HyjwOt*jK)EWQN~SAG8LlbBqi#qQxOLxllIRuz*ei>~VmVdlM07iDU zme2BwO%s~qrhaZ3g3Ty{$_LxQvjnAVTi2%Fvo&vdEh#uZah0-?n(GUzTR!^lKeS>m iZhWTxfB7G+?F+2(_BbtZlbH(yuG>nQilrE{kpBS^Z%=Ii literal 0 HcmV?d00001 From 86b87e55121e5b319709034454cb57242e842342 Mon Sep 17 00:00:00 2001 From: Xinlei_Zhou <105836659+ZhouXiinlei@users.noreply.github.com> Date: Wed, 26 Apr 2023 12:21:06 +0800 Subject: [PATCH 3/5] docs:4.6.9.3 MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 增加4.6.9.3中的部分内容 --- 4.人工智能/4.6.9.3基本概念介绍.md | 35 ++++++++++++++++++++- 1 file changed, 34 insertions(+), 1 deletion(-) diff --git a/4.人工智能/4.6.9.3基本概念介绍.md b/4.人工智能/4.6.9.3基本概念介绍.md index c021920..cd6f895 100644 --- a/4.人工智能/4.6.9.3基本概念介绍.md +++ b/4.人工智能/4.6.9.3基本概念介绍.md @@ -20,7 +20,40 @@ 4.动作(Action):智能体可以采取的行为,记为 $a$。在马里奥游戏中,马里奥能采取的动作只有:上、左、右三个。这属于**离散动作**,动作数量是有限的。而在机器人控制中,机器人能采取的动作是无限的,这属于**连续动作**。 -5.策略(Policy):智能体采取动作的规则,分为**确定性策略**与**随机性策略**。确定性策略代表在相同的状态下,智能体所输出的动作是唯一的。而随机性策略哪怕是在相同的状态下,输出的动作也有可能不一样。这么说有点过于抽象了,那么请思考这个问题:在下面这张图的环境中,如果执行确定性策略会发生什么? +5.策略(Policy):智能体采取动作的规则,分为**确定性策略**与**随机性策略**。确定性策略代表在相同的状态下,智能体所输出的动作是唯一的。而随机性策略哪怕是在相同的状态下,输出的动作也有可能不一样。这么说有点过于抽象了,那么请思考这个问题:在下面这张图的环境中,如果执行确定性策略会发生什么?(提示:着重关注两个灰色的格子)

+ +因此,在强化学习中我们一般使用随机性策略。随机性策略通过引入一定的随机性,使环境能够被更好地探索。同时,如果策略固定——你的对手很容易能预测你的下一步动作并予以反击,这在博弈中是致命的。 +随机性策略$\pi$定义如下: + +
+ +$\pi(\mathrm{a} \mid \mathrm{s})=P(A=a \mid S=s)$ + +
+ +这代表着在给定状态s下,作出动作$a$的概率密度。举个例子,在马里奥游戏中,定义动作 $a_{1}$="left",$a_{2}$="right",$a_{3}$="down",动作空间 $a$={$a_{1}$,$a_{2}$,$a_{3}$}。
+其中,假设$\pi(\mathrm{a_{1}} \mid \mathrm{s})=0.7$,$\pi(\mathrm{a_{2}} \mid \mathrm{s})=0.2$,$\pi(\mathrm{a_{3}} \mid \mathrm{s})=0.1$。这就代表着,在给定状态s下,执行动作$a_{1}$的概率为0.7,执行动作$a_{2}$的概率为0.2,执行动作$a_{3}$的概率为0.1,智能体随机抽样,依据概率执行动作。也就是说,马里奥左、右、上三个动作都有可能被执行,无非是执行几率大不大的问题。很显然,在知道策略$\pi$的情况下,就可以指导智能体“打游戏”了,学习策略$\pi$是强化学习的最终目标之一,这种方法被称为**基于策略的强化学习**。 + +6.奖励(Reward):这是一种反馈信号,用于表现智能体与环境交互后"表现"如何。在不同的环境中,我们需要设置不同的奖励。比如,在围棋游戏中,最后赢得游戏才会获得一个奖励。比如在量化交易中,可以直接拿收益亏损作为奖励。拿我们的马里奥游戏举例,吃到金币可以获得较小的奖励,最终通关游戏会获得一个极大的奖励,这样使得智能体以通关为目标、以吃金币为锦上添花。当然了,如果碰到怪物或者是死亡,需要设置一个极大的负奖励,因为这将直接导致游戏结束。 + +7.状态转移(State transition):环境可不会在原地等你。在你操控马里奥执行一个动作后,比如"left",那屏幕上显示的画面肯定会改变,这就发生了一个状态转移。状态转移函数记作 + +
+ +$p\left(s^{\prime} \mid s, a\right)=P\left(S^{\prime}=s^{\prime} \mid S=s, A=a\right)$ + +
+ +状态转移可以是固定的,也可以是随机的,我们通常讨论的是随机的情况。从公式的形式上也可以看出来,这还是一个概率密度函数。这代表着在观测到当前的状态$s$以及动作$a$后,状态转移函数输出新状态$s'$的概率,这个转移函数是只有环境、也就是游戏本身才知道的。比如在超级马里奥兄弟中,操控马里奥执行动作"left"后,敌人"板栗仔"可能向左也可能向右,比如说向左概率为0.8,向右概率为0.2,但是要注意这个概率只有游戏程序本身才知道。敌人动作的不确定性也就导致了环境的不确定性。 + +知道了上述几个概念,构建强化学习的基本过程就尽在掌握之中了。我们可以构建一个(state,action,reward)轨迹,即:
+i.观察到状态$s_{1}$
+ii.执行动作$a_{1}$,发生状态转移
+iii.观察新状态$s_{2}$与得到奖励$r_{1}$
+iv.执行动作$a_{2}$,发生状态转移
+v.不断迭代...... + +该序列轨迹写作:$\langle s_{1},a_{1},r_{1},s_{2},a_{2},r_{2},\ldots,s_{T},a_{T},r_{T} \rangle$ From 4fa116b02fea65793c05dc639ae789285087b413 Mon Sep 17 00:00:00 2001 From: Xinlei_Zhou <105836659+ZhouXiinlei@users.noreply.github.com> Date: Wed, 26 Apr 2023 13:33:06 +0800 Subject: [PATCH 4/5] =?UTF-8?q?feat:=E5=A2=9E=E5=8A=A04.6.9.3=E5=B0=8F?= =?UTF-8?q?=E8=8A=82?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 之前那个没保存是怎么commit的,我不是很理解,这个才增加了东西 --- .vitepress/config.js | 1 + 1 file changed, 1 insertion(+) diff --git a/.vitepress/config.js b/.vitepress/config.js index 7572a1b..cb7de6c 100644 --- a/.vitepress/config.js +++ b/.vitepress/config.js @@ -431,6 +431,7 @@ export default defineConfig({ { text: '4.6.9深度强化学习', link: '/4.人工智能/4.6.9深度强化学习' }, { text: '4.6.9.1前言', link: '/4.人工智能/4.6.9.1前言' }, { text: '4.6.9.2基础资料推荐', link: '/4.人工智能/4.6.9.2基础资料推荐' }, + { text: '4.6.9.3基本概念介绍', link: '/4.人工智能/4.6.9.3基本概念介绍' }, ] } ] From 6a0ac8ac9219885c576aa0a8d6be2a0a9a7b4fee Mon Sep 17 00:00:00 2001 From: camera-2018 <2907618001@qq.com> Date: Wed, 26 Apr 2023 19:53:38 +0800 Subject: [PATCH 5/5] =?UTF-8?q?fix:=204.6.9.3.3=E4=B8=80=E5=BC=A0=E5=9B=BE?= =?UTF-8?q?=E7=89=87=E5=BC=95=E7=94=A8?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- 4.人工智能/4.6.9.3基本概念介绍.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/4.人工智能/4.6.9.3基本概念介绍.md b/4.人工智能/4.6.9.3基本概念介绍.md index cd6f895..6755284 100644 --- a/4.人工智能/4.6.9.3基本概念介绍.md +++ b/4.人工智能/4.6.9.3基本概念介绍.md @@ -21,9 +21,8 @@ 4.动作(Action):智能体可以采取的行为,记为 $a$。在马里奥游戏中,马里奥能采取的动作只有:上、左、右三个。这属于**离散动作**,动作数量是有限的。而在机器人控制中,机器人能采取的动作是无限的,这属于**连续动作**。 5.策略(Policy):智能体采取动作的规则,分为**确定性策略**与**随机性策略**。确定性策略代表在相同的状态下,智能体所输出的动作是唯一的。而随机性策略哪怕是在相同的状态下,输出的动作也有可能不一样。这么说有点过于抽象了,那么请思考这个问题:在下面这张图的环境中,如果执行确定性策略会发生什么?(提示:着重关注两个灰色的格子) -
- -
+ +![](static/4.6.9.3.3.png) 因此,在强化学习中我们一般使用随机性策略。随机性策略通过引入一定的随机性,使环境能够被更好地探索。同时,如果策略固定——你的对手很容易能预测你的下一步动作并予以反击,这在博弈中是致命的。 随机性策略$\pi$定义如下: