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tulang's Introduction

TuLang

rabbit&wolf

一门基于(臆想)图论的语言。

什么是tulang?

tulang的含义为图语言,tu乃图之汉语拼音。此外,tu又可解释为兔(rabbit),lang可解释为狼(wolf)。狼追兔跑,对抗进化,颇得evolutionary computing之妙。

为什么是tulang?

造轮子是人的天性,写语言白皮书带来快感,毕竟嘴炮最爽了。

介绍一下tulang?

我本是一名编程语言务实派,面对各个语言,适用者用之,不适者学习之,依《五柳先生传》,但求结果正确,不求甚解。然,庭有柿子树,吾读博时所见者,今已亭亭如盖矣,于是脑昏眼花,问题并出:一是编不动熟悉的语言了,二是学不会新语言的新特性了。盖思维模式固化,对于新的思维角度产生抗拒,只能按照已经习惯的方式来思考问题。

进来一直利用碎片时间来思考基于多智能体进化策略的强化学习(MAESRL)。每思之,觉实现之不易。C,类型指针,无所不能,但涉及复杂的数据结构,顿时感觉智商不够。Python,借deep learning之东风,大行其道,然缺乏程序语言应有之质感,学界亦思弃以别攀。Java,虚拟机之强大,令人侧目,轮子众多,苦学不能,论之kotlin,scalar,究竟未得其旨探其秒。Erlang,面向并行,密集运算缺之矣。Matlab,内建矩阵,但非内建函数,效率实在低下。

在MAESRL中,我们需要的是一种易于描述拓扑关系、拓扑与数据分离、易于并行的动态语言。拓扑图,或曰计算图,在deep learning中应用已久,基于图的自动微分技术大获成功,但强化学习需要考虑的问题尤为复杂,解决MAESRL问题,首当其中者,进一步提高拓扑图的表达能力也:允许图的顶点存在更多种类的算符。当然为了避免无关紧要的复杂度,当前回避范畴论中的种种概念为佳。一旦拓扑图的表达能力增强,下一步希望拓扑图拥有更大的动态性:图的高效生长与枝剪。这总动态性允许agent在与环境交互中方便地改变其计算拓扑。

进一步思考,拓扑图可以拥有更广泛的应用空间。为了更好地表述,我们将在TuLang中定义四种基本单元:顶点(vertex),边(edge),权重(weight)与类型(type)。

语言描述

顶点(vertex)

待写

边(edge)

待写

权重(weight)

待写

类型(type)

待写

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