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Tag: project bonsai

HomeAll PostsTag: project bonsai
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AI agent deployment: copilot, autopilot, and fully autonomous systems
Autonomous systems, Blog

AI agent deployment: Copilot, autopilot, or fully autonomous system

AI agents create value through a variety of levers. Agents may increase quality, reduce costs, increase throughput, or do all the above and more. The value that an AI agent…

Autonomous systems, Blog 2022-05-12 By Zach Perkel
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Autonomous systems, Blog

Machine Teaching, the not-so-secret AI weapon

Autonomous systems, Blog 2022-04-29 By Olivier Fontana
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Autonomous systems, Blog

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…

Autonomous systems, Blog 2022-03-30 By Dorian Grech
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Process manufacturing example
Autonomous systems, Blog, Manufacturing, Production Yield Optimization

Improve specification drift control robustness with AI

Process manufacturing is susceptible to what is usually referred to as specification drift or spec drift. Whether the process uses extruders, chemical vats, or any other continuous process, control and…

Autonomous systems, Blog, Manufacturing, Production Yield Optimization 2022-03-15 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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Brain simulation
Autonomous systems, Blog, Technology

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

Autonomous systems, Blog, Technology 2022-02-11 By Olivier Fontana
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Neal News text on blue background with Microsoft Project Bonsai logo
Blog

Neal News: Getting started with Project Bonsai

Welcome to our latest roundup of the latest articles, trends, and insights from the Neal team. First up, some company news: We are proud to announce that Neal Analytics has…

Blog 2022-01-21 By Neal Analytics
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Plastic bottle manufacturing process
Autonomous systems, Blog, Manufacturing

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

Every Autonomous System (AS) project built using the Microsoft Project Bonsai AI toolchain (or any other tool) will comprise the same core set of components. Whether the goal is to…

Autonomous systems, Blog, Manufacturing 2022-01-20 By Olivier Fontana
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Bonsai phase 2 - Delivery & real-world trials
Autonomous systems, Blog

Getting started with Bonsai: Phase 2 – Delivery & real-world trials

Neal Analytics takes an end-to-end lifecycle approach to Project Bonsai engagements. It’s a three-phase process that goes from pre-engagement to delivery and real-world trials, and finally to scaling. But first,…

Autonomous systems, Blog 2022-01-18 By Dorian Grech
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Autonomous systems, Blog, Retail & CPG, Supply Chain Optimization

Optimizing distribution center operations using AI

According to a recent study, nearly 1.4 billion tons of food is wasted every year.  The United States discards more food than any other country, at nearly 40 million tons…

Autonomous systems, Blog, Retail & CPG, Supply Chain Optimization 2022-01-13 By Sucharit Pawar
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Bonsai phase 1 - Pre-engagement
Autonomous systems, Blog

Getting started with Project Bonsai: Phase 1 – Pre-Engagement

What is Project Bonsai? Microsoft Project Bonsai is an AI toolchain which can be used to control and optimize production systems. It uses state-of-the-art techniques by combining deep reinforcement learning…

Autonomous systems, Blog 2021-12-22 By Dorian Grech
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