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Tag: autonomous systems

HomeAll PostsTag: autonomous systems
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Azure AI/ML, Blog, Deep Reinforcement Learning, Manufacturing

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. However, AI agents can also…

Azure AI/ML, Blog, Deep Reinforcement Learning, Manufacturing 2023-02-07 By Olivier Fontana
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Blog, Deep Reinforcement Learning

Getting started with Bonsai: Phase 3 – Scaling

In my last article, I showed you what happens in the second phase of a Bonsai project: Delivery and real-world trials. This included building a simulated environment, training, and validating…

Blog, Deep Reinforcement Learning 2022-03-30 By Dorian Grech
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Process manufacturing example
Blog, Deep Reinforcement Learning, Manufacturing, Production Yield Optimization

Improve specification drift control robustness with AI

Blog, Deep Reinforcement Learning, Manufacturing, Production Yield Optimization 2022-03-15 By Olivier Fontana
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Azure AI/ML, Blog, Deep Reinforcement Learning, Manufacturing, Production Yield Optimization

Webinar: Optimizing process manufacturing with Artificial Intelligence

Azure AI/ML, Blog, Deep Reinforcement Learning, Manufacturing, Production Yield Optimization 2022-03-03 By Neal Analytics
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Plastic bottle manufacturing process
Blog, Deep Reinforcement Learning, Manufacturing

5 points to consider before starting your deep reinforcement learning autonomous system project in process manufacturing optimization

Blog, Deep Reinforcement Learning, Manufacturing 2022-01-20 By Olivier Fontana
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Blog, Deep Reinforcement Learning, Retail & CPG

AnyLogic simulation demo: Managing inventory and transportation for distribution centers

Blog, Deep Reinforcement Learning, Retail & CPG 2021-10-21 By Greg Gomez
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Preprocessing inputs for AI - Reducing complexity and increasing explainability
Blog, Deep Reinforcement Learning, 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.…

Blog, Deep Reinforcement Learning, Technology 2021-09-23 By Olivier Fontana
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Azure AI/ML, Blog, Deep Reinforcement Learning

What is the Microsoft Project Bonsai AI toolchain?

Azure AI/ML, Blog, Deep Reinforcement Learning 2021-09-09 By Olivier Fontana
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robotic arm handling coin bags
Azure AI/ML, Customer Stories, Deep Reinforcement Learning, Technology

AI controlled robotic arm for coin bags handling using Microsoft Project Bonsai

Azure AI/ML, Customer Stories, Deep Reinforcement Learning, Technology 2021-09-02 By Neal Analytics
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Blog, Deep Reinforcement Learning, Manufacturing

Building blocks for Autonomous Systems in manufacturing applications: Perception, Actuation, and Machine Teaching

Autonomous systems hold great promise in manufacturing and heavy industry. As technology has advanced, sensing technologies and automation systems have transformed what was once a highly manual sector into an…

Blog, Deep Reinforcement Learning, Manufacturing 2021-08-31 By Zach Perkel
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Top 10 technologies that paved the way to Neal's success
Azure AI/ML, Azure Stack Edge, Blog, Bots, Customer Insights, Deep Reinforcement Learning, IoT, Power Platform

Top 10 Technologies that paved the way to Neal’s success

Azure AI/ML, Azure Stack Edge, Blog, Bots, Customer Insights, Deep Reinforcement Learning, IoT, Power Platform 2021-06-24 By Luke Hayden
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