一个为任何进化领域添加在线交互的提议基础设施
A Proposed Infrastructure for Adding Online Interaction to Any Evolutionary Domain
摘要:
为了解决创建在线协作进化系统的困难,本文提出了一个新的原型库,称为全球神经进化基础设施(WIN)及其配套网站WIN Online(http://winark.org/)。WIN库是构建在Node.js之上的软件包的集合,可以降低围绕任何领域创建完全持久、在线和交互式(或自动化)进化平台的复杂性。WIN Online是WIN的公共界面,提供了一个由WIN库构建的在线域集合,让新手和专家用户浏览并为正在进行的实验做出有意义的贡献。WIN的长期目标是使任何平台与世界连接变得微不足道,既提供在线用户流,又提供数据和发现的存档,供人类或计算机稍后扩展。
英文摘要:
To address the difficulty of creating online collaborative evolutionary systems, this paper presents a new prototype library called Worldwide Infrastructure for Neuroevolution (WIN) and its accompanying site WIN Online (http://winark.org/). The WIN library is a collection of software packages built on top of Node.js that reduce the complexity of creating fully persistent, online, and interactive (or automated) evolutionary platforms around any domain. WIN Online is the public interface for WIN, providing an online collection of domains built with the WIN library that lets novice and expert users browse and meaningfully contribute to ongoing experiments. The long term goal of WIN is to make it trivial to connect any platform to the world, providing both a stream of online users, and archives of data and discoveries for later extension by humans or computers.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。