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Tag: Deep Reinforcement Learning

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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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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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man and woman on laptop in shop looking at new products
Blog, Retail & CPG

An executive introduction to recommendation systems

Recommender systems represent an important area of data science and can be a great source of value creation.  Most of us are already familiar with recommendation engines through the product…

Blog, Retail & CPG 2022-03-14 By Zach Perkel
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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, 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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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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4 reasons to use an ai-based simulator
Autonomous systems, Blog, Manufacturing

Top 4 reasons to use an AI data-based simulator vs. a physics-based one for your process manufacturing reinforcement learning projects

Autonomous systems, Blog, Manufacturing 2021-12-13 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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