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Autonomous systems

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Reinforcement Learning
Autonomous systems, Blog, Technology

Learn how Deep Reinforcement Learning helps businesses solve complex problems (with examples) 

What is Reinforcement Learning?   Deep Reinforcement Learning (DRL) or simply Reinforcement Learning (RL) is an area of machine learning that focuses on the training and decision-making abilities of AI agents.…

Autonomous systems, Blog, Technology 2021-03-29 By Sucharit Pawar
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teacher-student
Autonomous systems, Blog, Technology

Accelerating Deep Reinforcement Learning training by applying AI Teacher/Student strategy to simulations  

Autonomous Systems can solve many business problems by bringing AI from research labs to real-life use cases. Autonomous Systems leverage Deep Reinforcement Learning (DRL) techniques to train AI agents using…

Autonomous systems, Blog, Technology 2021-03-24 By Olivier Fontana
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key system variables for MT
Autonomous systems, Blog, Manufacturing

7 steps to design and deploy a Project Bonsai-based AI agent for an extruder

Extruders are used across many industries to manufacture products based on a wide variety of raw materials, from feedstock in food manufacturing to plastic and metal for all kinds of…

Autonomous systems, Blog, Manufacturing 2021-02-16 By Olivier Fontana
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Training the AI agent brain diagram
Autonomous systems, Blog, Manufacturing

Designing an AI agent to optimize extruder operations: A real-life example

This last video of our five-part series on understanding Autonomous Systems describe step by step how the solution that helps make the perfect Cheetos. All Autonomous Systems (AS) designs start…

Autonomous systems, Blog, Manufacturing 2021-02-09 By Olivier Fontana
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Brain simulation
Autonomous systems, Blog, Technology

Advanced simulations, the key to successful Deep Reinforcement Learning-based AI deployments

Autonomous systems, Blog, Technology 2021-02-03 By Olivier Fontana
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Autonomous systems, Blog

Bringing AI from research labs to real-life scenarios with Deep Reinforcement Learning

What is Deep Reinforcement Learning? Deep Reinforcement Learning, or DRL, is a key technological foundation of Autonomous Systems. DRL leverages advanced process simulations and a trial-and-error approach to AI training.…

Autonomous systems, Blog 2021-01-20 By Olivier Fontana
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Sberbank AI robot control system
Autonomous systems, Customer Stories

With Autonomous Systems, Sberbank develops a unique AI robot control system

Autonomous systems, Customer Stories 2021-01-15 By Neal Analytics
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data science technologies choice matrix
Autonomous systems, Blog

When are Autonomous Systems the best solution for your data-driven business challenge?

There are multiple paths to solving business challenges using data. As the saying goes “for a hammer every problem looks like a nail”. This is also true for applying advanced…

Autonomous systems, Blog 2021-01-15 By Olivier Fontana
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Autonomous systems, Blog

Machine Teaching, the not-so-secret AI weapon

Autonomous systems, Blog 2021-01-05 By Olivier Fontana
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Autonomous systems, Customer Stories, Manufacturing, Retail & CPG

How PepsiCo makes the perfect Cheetos with the help of Autonomous Systems

Autonomous systems, Customer Stories, Manufacturing, Retail & CPG 2020-12-29 By Olivier Fontana
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Autonomous systems, Blog, Energy, Manufacturing, Retail & CPG

Understanding Autonomous Systems video series

Autonomous systems, Blog, Energy, Manufacturing, Retail & CPG 2020-12-11 By Olivier Fontana
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