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<!DOCTYPE html>
<html dir="ltr" lang="en-US" prefix="og: http://ogp.me/ns#">
<head>
<!-- Document Title
============================================= -->
<title>Simbotic - Bridging the reality gap</title>
<meta name="description" content="SIMBOTIC is A modern 3D simulation engine and AI platform designed for bridging the reality gap between simulation and the real-world.
Machine learning is a critical component in building autonomous and robotic systems, yet requires prohibitively high amounts of data and many hours of experience to learn intelligent behaviors.
Simbotic solves both of these problems by generating infinite amounts of synthetic data for AI models and providing highly realistic environments for intelligent agents to acquire experience.">
<meta property="og:title" content="Simbotic - Simulation Engine and AI Platform" />
<meta property="og:type" content="website" />
<meta property="og:url" content="https://simbotic.github.io/index.html" />
<meta property="og:image"
content="https://gitcdn.xyz/cdn/Simbotic/Simbotic.github.io/master/images/vertex/Simbotic_Artboard_Earth.jpg" /><!---->
<meta property="og:description" content="Simulation engine bridging the reality gap">
<meta name="keywords" content="Simbotic, Simbotic ia, Simbotic Engine, IA, artificial, intelligence, artificial intelligence, Nvidia, UE4, Unreal Engine, Simulation, Machine Learning, Synthetic Data, Pipelines, robots,">
<meta name="author" content="[email protected]">
<meta name="owner" content="vertex Studio">
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<meta name="twitter:title" content="Simbotic - Simulation Engine and AI Platform">
<meta name="twitter:creator" content="Vertex Studio">
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</head>
<body class="stretched dark side-push-panel index" id="page-top" >
<section id="content" style="font-family: 'Raleway', sans-serif; ">
<div class="content-wrap nopadding">
<div class="MainVideoDiv">
<img class="MainVideoText" src="images/Simbotic_LogoWhite.png" alt="VERTEX" style="width: 50%; ">
</div>
<div>
<div id="carouselIndicators" class="carousel slide" data-ride="carousel">
<ol class="carousel-indicators">
<li data-target="#carouselIndicators" data-slide-to="0" class="active"></li>
<li data-target="#carouselIndicators" data-slide-to="1"></li>
<li data-target="#carouselIndicators" data-slide-to="2"></li>
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class="MainVideo"></iframe>
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class="MainVideo"></iframe>
</div>
</div>
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</a>
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</a>
</div>
</div>
<div class="rowRoy">
<div class=" col-md-4 col-sm-12"></div>
<div class=" col-md-4 col-sm-12 spacing"></div>
<div class=" col-md-4 col-sm-12"></div>
</div>
<div class="simbotic-intro-container" style="background-color:#171518">
<h1 class="simbotic-intro-title tittle highlight-phrase">
Simbotic
</h1>
<div class="simbotic-intro-text">
<p>
A modern 3D simulation engine and AI platform designed for <span class="accent highlight-phrase skew">bridging the
reality gap</span> between simulation and the
real-world.
</p>
<br />
<p>
Machine learning is a critical component in building autonomous and robotic systems, yet
requires prohibitively high amounts of data and many hours of experience to learn intelligent
behaviors.
</p>
<br />
<p>
Simbotic solves both of these problems by generating infinite amounts of synthetic data
for AI models and providing highly realistic environments for intelligent agents to acquire
experience.
</p>
</div>
</div>
<div style="width:100%; height:35px; background-color: #171518"></div>
<div class="technologies-container" style="background-color: #171518; margin-top: 0px;margin-bottom:0px">
<div class="technologies-video">
<iframe src="https://player.vimeo.com/video/434551608?loop=1&autopause=1&autoplay=1&muted=1&background=1"
width="100%" height="100%" frameborder="0" allow="autoplay; fullscreen" allowfullscreen></iframe>
</div>
<div class="technologies-logos">
<img src="images/technology/gstreamer-min.png" alt ="GStreamer">
<img src="images/technology/pytorch-logo.png" alt="PyTorch">
<img src="images/technology/nvidia-min.png" alt ="NVidia">
<img src="images/technology/unreal-min.png" alt="Unreal Engine">
</div>
</div>
<div id="driven" class="page-section background" style="background-color: #1b191d">
<br />
<div class="rowRoy">
<div class=" col-md-4 col-sm-12"></div>
<div class=" col-md-4 col-sm-12 spacing">
<h1 class="tittle highlight-phrase">
Epic MegaGrants Recipient
</h1>
</div>
<div class=" col-md-4 col-sm-12"></div>
</div>
<div class="rowRoy">
<div class=" col-md-4 col-sm-12"></div>
<div class=" col-md-4 col-sm-12">
<div class="DivThink">
<p class="TxtMain TxtBubble">
Simbotic has been catapulted by Epic MegaGrants into serious development. Stay with us while we flesh out plugins, documentation and tutorials.
Contact us if you want to explore integrating Unreal Engine into robotics, simulation pipelines, intelligent video analytics, or any other computer vision project.
</p>
</div>
</div>
<div class=" col-md-4 col-sm-12"></div>
</div>
<div class=" BoxTittle bannerBottom" style="align-items: center;">
<figure style="text-align:center">
<img
src="images/EpicMegaGrants_Badge_Light.png" alt="" class="EpicGrants" >
</figure>
</div>
</div>
<div id="driven" class="page-section background" style="background-color: #171518">
<div class=" BoxTittle bannerBottom">
<div class="rowRoy">
<div class=" col-md-2 col-sm-12">
</div>
<div class=" col-md-4 col-sm-12 spacing">
<h1 class="tittle highlight-phrase">
TRAINING ENVIRONMENTS
</h1>
</div>
<div class=" col-md-4 col-sm-12"></div>
<div class=" col-md-2 col-sm-12 spacing"></div>
</div>
<div class="rowRoy">
<div class=" col-md-2 col-sm-12">
</div>
<div class=" col-md-4 col-sm-12 spacing">
<iframe
src="https://player.vimeo.com/video/331152212?loop=1&autopause=1&autoplay=1&muted=1&background=1"
frameborder="0" allow="autoplay; fullscreen" allowfullscreen class="MainVideo"></iframe>
</div>
<div class=" col-md-4 col-sm-12">
<p>
Simbotic powers dynamic multiagent training environments for deep reinforcement learning
agents. From abstract, focused on physics dynamics; to photorealistic, focused on computer
vision.
</p>
<br />
<p>
Multiagent environments are critical for teaching intelligent systems how to reason about
the world around them; learn how to react to real world events, develop strategies, tune
controls, sensors and algorithms.
</p>
<br />
<p>
These environments provide accelerated ground-truth and scripting of complex missions that
are expensive and risky in the real world, yet cheap and safe in simulation.
</p>
</div>
<div class=" col-md-2 col-sm-12 spacing">
</div>
</div>
</div>
</div>
<div id="driven" class="page-section background">
<div class=" BoxTittle bannerBottom">
<div class="rowRoy">
<div class=" col-md-2 col-sm-12">
</div>
<div class=" col-md-4 col-sm-12">
</div>
<div class=" col-md-4 col-sm-12 spacing">
<h1 class="tittle highlight-phrase">
Synthetic Data
</h1>
</div>
<div class=" col-md-2 col-sm-12 spacing">
</div>
</div>
<div class="rowRoy">
<div class=" col-md-2 col-sm-12">
</div>
<div class=" col-md-4 col-sm-12 video-text-bottom-space">
<p>
In absence of real world data, virtually constructed datasets can bridge the gap. Simbotic
AI can create conditions that generate synthetic datasets to be used by AI models.
</p>
<br />
<p>
Not only can this synthetized data be randomized and dynamic, it's context-aware of the
domain it's being generated in. This structured domain randomization is key for generalizing
all kinds of machine learning models.
</p>
<br />
<p>
Simbotic also takes care of simulating sensors and dynamical systems, generating metadata
and labeling; significantly contributing to the data pipelining process.
</p>
</div>
<div class=" col-md-4 col-sm-12">
<iframe
src="https://player.vimeo.com/video/331150575?loop=1&autopause=1&autoplay=1&muted=1&background=1"
width="100%" height="100%" frameborder="0" allow="autoplay; fullscreen"
allowfullscreen></iframe>
</div>
<div class=" col-md-2 col-sm-12 spacing">
</div>
</div>
</div>
</div>
<div id="driven" class="page-section background" style="background-color: #171518">
<div class=" BoxTittle bannerBottom">
<div class="rowRoy">
<div class=" col-md-2 col-sm-12">
</div>
<div class=" col-md-4 col-sm-12 spacing">
<h1 class="tittle highlight-phrase">
Human in the Loop
</h1>
</div>
<div class=" col-md-4 col-sm-12">
</div>
<div class=" col-md-2 col-sm-12 spacing">
</div>
</div>
<div class="rowRoy">
<div class=" col-md-2 col-sm-12">
</div>
<div class=" col-md-4 col-sm-12 spacing">
<iframe
src="https://player.vimeo.com/video/331155470?loop=1&autopause=1&autoplay=1&muted=1&background=1"
frameborder="0" allow="autoplay; fullscreen" allowfullscreen class="MainVideo">
</iframe>
</div>
<div class=" col-md-4 col-sm-12">
<p>
Human-in-the-loop is a symbiotic relationship between human and artificial intelligence. In
this approach, humans are directly involved in the training, tuning and testing of machine
learning algorithms.
</p>
<br />
<p>
Humans can jump inside the simulation and change the fate of the world. Humans can trigger
incredible accelerations by sharing domain expertise and dexterity, from which agents can
learn.
</p>
<br />
<p>
When joining scalable simulation sessions, humans can jump between dimensions
and trigger exponential learning. Effectively transferring years of domain knowledge in a
matter of
minutes.
</p>
</div>
<div class=" col-md-2 col-sm-12 spacing">
</div>
</div>
</div>
</div>
<div id="driven" class="page-section background">
<div class=" BoxTittle bannerBottom">
<div class="rowRoy">
<div class=" col-md-2 col-sm-12">
</div>
<div class=" col-md-4 col-sm-12">
</div>
<div class=" col-md-4 col-sm-12 spacing">
<h1 class="tittle highlight-phrase">
Accelerated Pipelines
</h1>
</div>
<div class=" col-md-2 col-sm-12 spacing">
</div>
</div>
<div class="rowRoy">
<div class=" col-md-2 col-sm-12">
</div>
<div class=" col-md-4 col-sm-12 video-text-bottom-space">
<p>
Simbotic is powered by Unreal Engine 4, GStreamer, PyTorch and NVidia technologies.
End-to-end accelerated pipelines to make sure data reaches every system with the least
latency possible.
</p>
<br />
<p>
Custom GStreamer plugins, like UE4 gst app source and sink, opens up Simbotic data to fast
and flexible real time streaming pipelines.
</p>
<br />
<p>
Containerized simulations are ready to be massively operated with Kubernetes. Focusing on
tools and best practices for building machine learning at scale in the real world.
</p>
</div>
<div class=" col-md-4 col-sm-12 spacing">
<iframe
src="https://player.vimeo.com/video/331140968?loop=1&autopause=1&autoplay=1&muted=1&background=1"
width="100%" height="100%" frameborder="0" allow="autoplay; fullscreen" allowfullscreen>
</iframe>
</div>
<div class=" col-md-2 col-sm-12 spacing">
</div>
</div>
</div>
</div>
<div class=" BoxTittle bannerBottom" style="background-color: #171518">
<div class="rowRoy">
<div class=" col-md-4 col-sm-12"></div>
<div class=" col-md-4 col-sm-12 spacing">
<h1 class="tittle highlight-phrase">
ThirdParty Integrations
</h1>
</div>
<div class=" col-md-4 col-sm-12"></div>
</div>
<div class="rowRoy">
<div class=" col-md-4 col-sm-12"></div>
<div class=" col-md-4 col-sm-12">
<div class="DivThink">
<p class="TxtMain TxtBubble"> Supports receiving and sending from several thirdparty <span
class="accent">media and robotics</span> applications.</p>
</div>
</div>
<div class=" col-md-4 col-sm-12"></div>
</div>
<div class="container">
<div class="rowRoy MarginImages" style=" padding-top: 20px;">
<div class="col-md-3 col-sm-12">
<figure>
<img class="Crsl_img img-fluid rounded mx-auto d-block" src="Extern/Image/ros.jpg"
data-color="firebrick" alt="Second Image">
<figcaption class="figcap highlight-phrase center" style="z-index:9999 ">ROS URDF and visualizing with
RViz
</figcaption>
</figure>
</div>
<div class="col-md-3 col-sm-12">
<figure>
<img class="Crsl_img img-fluid rounded mx-auto d-block" src="Extern/Image/osc.jpg"
data-color="firebrick" alt="Second Image">
<figcaption class="figcap highlight-phrase center" style="z-index:9999">Open Sound Control I/O
</figcaption>
</figure>
</div>
<div class="col-md-3 col-sm-12">
<figure>
<img class="Crsl_img img-fluid rounded mx-auto d-block" src="Extern/Image/scalable.jpg"
data-color="firebrick" alt="Second Image">
<figcaption class="figcap highlight-phrase center" style="z-index:9999">Dockerized containers ready to
scale with Kubernetes
</figcaption>
</figure>
</div>
<div class="col-md-3 col-sm-12">
<figure>
<img class="Crsl_img img-fluid rounded mx-auto d-block" src="Extern/Image/px4.jpg"
data-color="firebrick" alt="Second Image">
<figcaption class="figcap highlight-phrase center" style="z-index:9999">Software and Hardware in the
loop
</figcaption>
</figure>
</div>
</div>
</div>
</div>
<div class="rowRoy">
<div class="col-md-2"></div>
<div class="col-md-8">
<br />
<div class="rowRoy">
<div class=" col-md-4 col-sm-12"></div>
<div class=" col-md-4 col-sm-12 spacing">
<h1 class="tittle highlight-phrase">
Subscribe to our newsletter
</h1>
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</div>
<div class="rowRoy">
<div class=" col-md-4 col-sm-12"></div>
<div class=" col-md-4 col-sm-12">
<div class="DivThink">
<p class="TxtMain TxtBubble">We are currently under heavy development. Subscribe to learn more about Simbotic and get notified about our progress.</p>
</div>
</div>
<div class=" col-md-4 col-sm-12"></div>
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<div id="mc_embed_signup_scroll">
<h2 style="color:black">Subscribe</h2>
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<div class="mc-field-group">
<label for="mce-EMAIL" style="color:black">Email Address <span class="asterisk">*</span>
</label>
<input type="email" value="" name="EMAIL" class="required email" id="mce-EMAIL">
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<div class="mc-field-group">
<label for="mce-FNAME" style="color:black" >First Name </label>
<input type="text" value="" name="FNAME" class="" id="mce-FNAME">
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<figure>
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<a href="https://vertexstudio.co/" class="standard-logo"><img
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