Breaking News

ASUS Announces Late-August Availability of ProArt Display 6K PA32QCV ASRock Announces Exciting New AMD X870E motherboards ASUSTOR 30 TB Ironwolf Pro Now Officially Supported ASUS Announces ExpertCenter P500 SFF Lexar Launches the NM990 PCIe 5.0 SSD

logo

  • Share Us
    • Facebook
    • Twitter
  • Home
  • Home
  • News
  • Reviews
  • Essays
  • Forum
  • Legacy
  • About
    • Submit News

    • Contact Us
    • Privacy

    • Promotion
    • Advertise

    • RSS Feed
    • Site Map

Search form

Microsoft to Buy Bonsai to Build 'Brains' for Autonomous Systems

Microsoft to Buy Bonsai to Build 'Brains' for Autonomous Systems

Enterprise & IT Jun 20,2018 0

Microsoft is taking another major step forward in the company's vision to make it easier for developers and subject matter experts to build the "brains"- machine learning model for autonomous systems of all kinds with the signing of an agreement to acquire Bonsai.

Based in Berkeley, California, and an M12 portfolio company, Bonsai has developed a new approach using machine teaching that abstracts the low-level mechanics of machine learning, so that subject matter experts, regardless of AI aptitude, can specify and train autonomous systems to accomplish tasks. The actual training takes place inside a simulated environment.

The company is building a general-purpose, deep reinforcement learning platform especially suited for enterprises leveraging industrial control systems such as robotics, energy, HVAC, manufacturing and autonomous systems in general. This includes machine-teaching innovations, automated model generation and management, a host of APIs and SDKs for simulator integration, as well as pre-built support for leading simulations all packaged in one end-to-end platform.

Microsoft says that Bonsai's platform combined with simulation tools and reinforcement learning work in Microsoft Research will offer a simpl and rich AI toolchain for building any kind of autonomous system for control and calibration tasks. This toolchain will compose with Azure Machine Learning running on the Azure Cloud with GPUs and Brainwave, and models built with it will be deployed and managed in Azure IoT.

Last fall, Bonsai established a new reinforcement learning benchmark for programming industrial control systems. Using a robotics task to demonstrate the achievement, the platform trained a simulated robotic arm to grasp and stack blocks on top of one another by breaking down the task into simpler sub-concepts. Their technique performed 45 times faster than a comparable approach from Google's DeepMind. Then, earlier this year, they extended deep reinforcement learning's capabilities beyond traditional game play, where it's often demonstrated, to real-world applications. Using Bonsai's AI Platform and machine teaching, subject matter experts from Siemens, with no AI expertise, trained an AI model to autocalibrate a Computer Numerical Control machine 30 times faster than the traditional approach.

Tags: Microsoft
Previous Post
Intel to Bring Silicon-Based Security to AI and Blockchain Workloads
Next Post
Instagram Unveils 10-Minute Videos, Reaches 1 Billion Monthly Users

Related Posts

  • Snapdragon X Series is the Exclusive Platform to Power the Next Generation of Windows PCs with Copilot+ Today

  • Activision Blizzard King to Team Xbox

  • NVIDIA Studio Lineup Adds RTX-Powered Microsoft Surface Laptop Studio 2

  • Samsung and Microsoft Unveil First On-Device Attestation Solution for Enterprise

  • Introducing Xbox Game Pass Core, Coming This September

  • Announcing the next wave of AI innovation with Microsoft Bing and Edge

  • Microsoft Announces Security Copilot AI

  • Microsoft breaks new ground in healthcare with the next evolution of AI

Latest News

ASUS Announces Late-August Availability of ProArt Display 6K PA32QCV
Enterprise & IT

ASUS Announces Late-August Availability of ProArt Display 6K PA32QCV

ASRock Announces Exciting New AMD X870E motherboards
PC components

ASRock Announces Exciting New AMD X870E motherboards

ASUSTOR 30 TB Ironwolf Pro Now Officially Supported
Enterprise & IT

ASUSTOR 30 TB Ironwolf Pro Now Officially Supported

ASUS Announces ExpertCenter P500 SFF
Enterprise & IT

ASUS Announces ExpertCenter P500 SFF

Lexar Launches the NM990 PCIe 5.0 SSD
PC components

Lexar Launches the NM990 PCIe 5.0 SSD

Popular Reviews

be quiet! Light Loop 360mm

be quiet! Light Loop 360mm

be quiet! Dark Mount Keyboard

be quiet! Dark Mount Keyboard

be quiet! Light Mount Keyboard

be quiet! Light Mount Keyboard

Noctua NH-D15 G2

Noctua NH-D15 G2

Soundpeats Pop Clip

Soundpeats Pop Clip

be quiet! Light Base 600 LX

be quiet! Light Base 600 LX

Crucial T705 2TB NVME White

Crucial T705 2TB NVME White

be quiet! Pure Base 501

be quiet! Pure Base 501

Main menu

  • Home
  • News
  • Reviews
  • Essays
  • Forum
  • Legacy
  • About
    • Submit News

    • Contact Us
    • Privacy

    • Promotion
    • Advertise

    • RSS Feed
    • Site Map
  • About
  • Privacy
  • Contact Us
  • Promotional Opportunities @ CdrInfo.com
  • Advertise on out site
  • Submit your News to our site
  • RSS Feed