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Tag: simulator

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Metaverse and digital twins ft. image
Azure AI/ML, Blog, Digital Twin, Manufacturing

How businesses are using the metaverse and digital twins

What is the metaverse? The metaverse has been a trendy topic like AI, IoT, and blockchain, earlier. Although there may be some variations in its definition, there are still a…

Azure AI/ML, Blog, Digital Twin, Manufacturing 2022-12-20 By Lalit Kumar
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Digital twins vs. simulation featured image
Autonomous systems, Azure AI/ML, Blog, Digital Twin, Manufacturing

Digital twins vs. simulations: the quick cheat sheet

Autonomous systems, Azure AI/ML, Blog, Digital Twin, Manufacturing 2022-05-10 By Olivier Fontana
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YouTube thumbnail with blue AI brain background and text "Understanding Autonomous Systems"
Autonomous systems, Blog

Learn more about Autonomous Systems in 3 minutes

Autonomous systems, Blog 2022-03-11 By Olivier Fontana
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Optimize extruder operations using AI featured image
Autonomous systems, Blog, Manufacturing, Production Yield Optimization

Optimize system-level efficiency of your extruder with AI

As discussed in previous articles, here and here in particular, Deep Reinforcement Learning (DRL) trained AI agents can help optimize manufacturing processes across different manufacturing challenges aspects.     In addition…

Autonomous systems, Blog, Manufacturing, Production Yield Optimization 2022-03-07 By Olivier Fontana
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Brain simulation
Autonomous systems, Blog, Digital Twin, Technology

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

Autonomous systems, Blog, Digital Twin, Technology 2022-02-11 By Olivier Fontana
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Improve process manufacturing with AI ft. image
Autonomous systems, Blog, Manufacturing

How to improve process manufacturing productivity with real-world AI solutions

With Industry 4.0 comes the promise of leapfrog in productivity, quality, and the overall return on your manufacturing investment. A key driver of those improvements is the large amount of…

Autonomous systems, Blog, Manufacturing 2021-11-18 By Olivier Fontana
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Preprocessing inputs for AI - Reducing complexity and increasing explainability
Autonomous systems, Blog, Technology

The one tip to decrease AI agent complexity and increase explainability

AI is getting more powerful every day, and we witness its presence in our daily lives solving tougher and tougher business and consumer problems. If with great power comes great responsibility, then with great AI capabilities comes great complexity.…

Autonomous systems, Blog, Technology 2021-09-23 By Olivier Fontana
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man in safety goggles checks machinery
Autonomous systems, Blog

Unlocking the potential of AI in manufacturing with machine teaching and deep reinforcement learning

Machine teaching and deep reinforcement learning offer new opportunities to manufacturers looking to optimize complex processes.

Autonomous systems, Blog 2021-08-20 By Ryan Ratcliffe
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Approach to developing RL models
Autonomous systems, Blog, Manufacturing

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

Autonomous systems, Blog, Manufacturing 2021-07-07 By Olivier Fontana
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supervised learning vs. DRL
Autonomous systems, Azure AI/ML, Blog

Understanding the difference between supervised and reinforcement learning for deep neural networks

The traditional AI training method is rarely applicable in real-life business use cases simply because it requires an amount of data seldom available to businesses. Using the self-training mechanism of deep reinforcement learning,…

Autonomous systems, Azure AI/ML, Blog 2021-06-08 By Olivier Fontana
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Autonomous systems, Azure AI/ML, Blog, Technology

Keys for developing an RL-ready simulator  

Before diving deep into the concept of using simulators to solve Reinforcement Learning (RL) real-world problems, let’s understand the basics of RL.    What is Reinforcement Learning?  Reinforcement Learning (RL) is an…

Autonomous systems, Azure AI/ML, Blog, Technology 2021-05-05 By Jayson Stemmler
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