The Research and Implementation of Agent Intelligent Decision Based on Q Learning

Our algorithms apply to problems in which the environment is Markov, but the agent has restricted access to state information, which is called partially observable Markov decision processes ( POMDP).

环境本身是马氏的，但是学习单元却不能感知全部的状态信息，此时我们也称其为部分可观测马氏决策过程（POMDP）。

互联网摘选

Based on the partially observable MDP ( POMDP), a new model for a spoken dialogue system is proposed. It uses the concept of partially observable to handle the uncertainty.

提出了一种新的基于部分可观察MDP（POMDP）的口语对话系统模型，用部分可观察特性来处理不确定问题。

互联网摘选

With the performance analyzed and compared through experiments on common workbench, solving POMDP problems using instance based methods can produce good sub-optimal solutions.

实验证明，基于实例的方法来求解POMDP问题，能够获得性能较好的次优解。

互联网摘选

The applied potential for POMDP remains largely unrealized due to lack of tractable solution methodologies.

但POMDP的可能应用大部分没有实现，这主要是因为缺乏有效的算法。

互联网摘选

Point-Based value iteration algorithms are effective proximate algorithms to solve POMDP problems.

基于点的值迭代算法是求解POMDP问题的一类近似解法。

互联网摘选

I set up a theoretical framework here* and I wanted to give you& I mentioned oil because it seems to make it, to me, so clear what we're talking about here.

我建立了个理论框架，然后我想讲给你们听-，我之前提到石油是因为它适用于这个框架，非常清晰阐述我们所谈到的内容。

互联网摘选

"I don't understand all this scientific language. I'd better go see Doctor Rogers at the medical school and pick his brain; maybe he can make it clear to me."

这位记者说：“我是不懂这些科学名词。我还是到医学院去请教罗杰斯大夫吧，没准他能把问题给我解释清楚。”

provided by jukuu

So I was trapped in the ER, waiting, harassed by Tyler's constant apologies and promises to make it up to me.

于是我被关进了急救室，等候着，泰勒没完没了地道歉，一遍遍地保证要弥补我受到的伤害，真让我听得心烦。

互联网摘选

I did not expect this, but I, and I want it to be very clear, that I do know how hard I make it to appreciate me often.

我并没有料到这个，但是我，我想说清楚，我知道自己确实知道我常把自己弄得有多麽难以欣赏（全场笑声）。

互联网摘选

In fact, here's how you can make it up to me... freshen my drink.

这样吧，你给我倒点酒，就算补偿我了

互联网摘选

Make it up to me sometime when we're both not crazed.

等我们都不忙了你再回我个人情吧。

provided by jukuu

Then you're gonna make it up to me by hacking into the CIA.

那你就得黑进中情局网络来补偿我。

互联网摘选

Mine drank his way through my childhood.And then spent the rest of his life trying to make it up to me.

我小时候我父亲酗酒后来他用尽一生来弥补我的损失

互联网摘选

You have plenty oftime to make it up to me.

你有足够的时间向我补偿。

provided by jukuu

That's all right. You'll just have to find some way to make it up to me.

没事不过你得想办法补偿我

互联网摘选

A true gentleman would offer to make it up to me.

一个真正的绅士会补偿我的。

provided by jukuu

You've got brown eyes, Like no one else, Baby make it to me.

你有迷人的棕色眼睛，无人能比，亲爱的，继续吧。

互联网摘选

One is the idea of smart contracts, suggested by Nick Szabo, a computer scientist and former law professor ( Mr Szabo is among those suspected of being Nakamoto, which he denies).

其中一个可能性是计算机科学家、前法学教授尼克绍博（Nick Szabo）提议的智能合同设想（有人怀疑绍博就是中本聪，但他否认了这种猜测）。

互联网摘选

It could lead to things like frictionless share issuance, title transfers, smart contracts.

这可能催生零阻力股票发行、所有权转让以及智能合同。

互联网摘选

Kiba: Can you give me more use cases for smart contracts?

木叶：你能不能给我更多的用例，智能合同？

互联网摘选