# The Homepage of elsci AI
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**Language AI + Reinforcement Learning**
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<a href="https://github.com/pdfosborne/elsciRL"></a> <a href="https://github.com/pdfosborne/elsciRL-Wiki"></a> <a href="https://discord.gg/GgaqcrYCxt"></a>
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**Quicklinks:** [FAQs](<./FAQs.md>) | [Getting Started](<./Documentation/I - Introduction/1 - Getting Started.md>) | [Contributing Guide](<./Documentation/0 - Prerequisites/1 - New Contributors.md>) | [Intro to Language RL](<./Documentation/III - Language RL/1 - Introduction to Language RL.md>)
<a href="https://osbornep.pythonanywhere.com/" class="button">Try the Online Demo!</a>
## What is elsci?
**elsci (pronounced L-SEE)** is an abbreviation of our mission:
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<p style="font-size:150%;color:#c800ff"><b><i>"Everything can be automated using Language and Self-Completing Instructions".</i></b></p>
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To achieve this, **elsci** offers a novel framework and infrastructure for accelerating the development of language based Reinforcement Learning (RL) solutions.
This has also been known as *AI agents* but we notably do not require the problem to already contain language.
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## Features
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<h2>The quickest and easiest way to improve Reinforcement Learning with language.</h2>
<p class='description'>Reduce training costs and improve generalisability with language compared to numeric Reinforcement Learning libraries.</p>
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<p><a href="https://elsci.org/Documentation/I+-+Introduction/1+-+Getting+Started" >Get started as a new developer.</a></p>
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<p>Current Version 0.1.0</p>
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<img src="https://camo.githubusercontent.com/a6d2d401dea6e9c8d70bb12ad4765aaea832d4f9e6034a9685887752a9583be6/68747470733a2f2f6d656469612e6c6963646e2e636f6d2f646d732f696d6167652f76322f43344530334151455757644e374f34716674772f70726f66696c652d646973706c617970686f746f2d736872696e6b5f3230305f3230302f70726f66696c652d646973706c617970686f746f2d736872696e6b5f3230305f3230302f302f313531363838363539333434343f653d3231343734383336343726763d6265746126743d695432394a7566537a5f7032513859566a5273535f706132415a47594a62327563465638494132645a4759" alt="Creator" />
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<p><ins>Most recent contribution by </ins> Philip Osborne</p>
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<h2>Enable non-technical experts to offer guidance with language commands for any problem.</h2>
<p class='description'>Our patent pending framework allows you to extract and transfer knowledge between end users and problems.</p>
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<p><a href="https://elsci.org/Documentation/0+-+Prerequisites/3+-+Live+Demo" >Advanced Demo!</a></p>
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<p>Last Updated 6th Jan 2024</p>
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<img src="https://camo.githubusercontent.com/a6d2d401dea6e9c8d70bb12ad4765aaea832d4f9e6034a9685887752a9583be6/68747470733a2f2f6d656469612e6c6963646e2e636f6d2f646d732f696d6167652f76322f43344530334151455757644e374f34716674772f70726f66696c652d646973706c617970686f746f2d736872696e6b5f3230305f3230302f70726f66696c652d646973706c617970686f746f2d736872696e6b5f3230305f3230302f302f313531363838363539333434343f653d3231343734383336343726763d6265746126743d695432394a7566537a5f7032513859566a5273535f706132415a47594a62327563465638494132645a4759" alt="Creator" />
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<p><ins>Most recent contribution by </ins> Philip Osborne</p>
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<h2>Streamlines automating any task with language.</h2>
<p class='description'>A new iterative approach for defining language into any application that greatly reduces costs and risks in early development.</p>
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<p><a href="https://elsci.org/Applications/README">Browse our Applications!</a></p>
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<p>Most Recent Upload on 6th Jan 2024</p>
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<img src="https://camo.githubusercontent.com/a6d2d401dea6e9c8d70bb12ad4765aaea832d4f9e6034a9685887752a9583be6/68747470733a2f2f6d656469612e6c6963646e2e636f6d2f646d732f696d6167652f76322f43344530334151455757644e374f34716674772f70726f66696c652d646973706c617970686f746f2d736872696e6b5f3230305f3230302f70726f66696c652d646973706c617970686f746f2d736872696e6b5f3230305f3230302f302f313531363838363539333434343f653d3231343734383336343726763d6265746126743d695432394a7566537a5f7032513859566a5273535f706132415a47594a62327563465638494132645a4759" alt="Creator" />
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<p><ins>Most recent application by </ins> Philip Osborne</p>
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<h2>Accelerates research and development.</h2>
<p class='description'>Our open-source library includes standardised evaluation methods, hardware statistics and a set of comparison benchmarks.</p>
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<p><a href="https://elsci.org/Documentation/0+-+Prerequisites/1+-+New+Contributors" >Contribute to the project!</a></p>
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<p>Last Update 2 days ago</p>
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<img src="https://camo.githubusercontent.com/a6d2d401dea6e9c8d70bb12ad4765aaea832d4f9e6034a9685887752a9583be6/68747470733a2f2f6d656469612e6c6963646e2e636f6d2f646d732f696d6167652f76322f43344530334151455757644e374f34716674772f70726f66696c652d646973706c617970686f746f2d736872696e6b5f3230305f3230302f70726f66696c652d646973706c617970686f746f2d736872696e6b5f3230305f3230302f302f313531363838363539333434343f653d3231343734383336343726763d6265746126743d695432394a7566537a5f7032513859566a5273535f706132415a47594a62327563465638494132645a4759" alt="Creator" />
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<p><ins>Most recent contribution by </ins> Philip Osborne</p>
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<h2>Decentralised and collaborative agent training.</h2>
<p class='description'>Unlike prior work, we focus on lowering compute requirements to train the algorithms and enable communities to share their knowledge to solve problems with realistic resources.</p>
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<p><a href="https://discord.gg/GgaqcrYCxt" >Join our Discord Server!</a></p>
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<p>6 Members Online</p>
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<p><ins>Newest VIP</ins> Kiberbash</p>
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## Directory
<a href="https://elsci.org/" >elscRL.org</a>
│ <a href="https://elsci.org/FAQs" >FAQs</a>
│ <a href="https://elsci.org/About+Us" >About Us</a>
│
└───Applications
│------└───<a href="https://elsci.org/Applications/Applications+Overview" >Applications Overview</a>
│------└───Applications Directory
│-------------└─── <a href="https://elsci.org/Applications/Applications/2023-sailing-simulation" >Sailing Simulation</a>
│-------------└─── ...
│
└───Documentation
│------└───<a href="https://elsci.org/Documentation/Documentation+Info" >Documentation Info</a>
│------└───Prerequisites
│-------------└───<a href="https://elsci.org/Applications/Documentation/0+-+Prerequisites/1+-+New+Contributors" >1 - New Contributors</a>
│-------------└───<a href="https://elsci.org/Applications/Documentation/0+-+Prerequisites/2+-+Introduction+to+Reinforcement+Learning" >1 - New Contributors</a>
│------└───Introduction
│-------------└───<a href="https://elsci.org/Applications/Documentation/1+-+Introduction/1+-+Getting+Started" >1 - Getting Started</a>
│-------------└───<a href="https://elsci.org/Applications/Documentation/1+-+Introduction/2+-+Basic+Applications" >2 - Basic Applications</a>
│-------------└───<a href="https://elsci.org/Applications/Documentation/1+-+Introduction/3+-+Output+Format" >3 - Output Format</a>
│-------------└───<a href="https://elsci.org/Applications/Documentation/1+-+Introduction/4+-+Configuration" >4 - Configuration</a>
│-------------└───<a href="https://elsci.org/Applications/Documentation/1+-+Introduction/5+-+Agent+Libraries" >5 - Agent Libraries</a>
│------└───New Applications
│------└───Language & Reinforcement Learning
│------└───Hierarchies
│------└───Benchmarking Suite
│------└───Custom Development
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