Microsoft to acquire Bonsai in move to build ‘brains’ for autonomous systems

With AI’s meteoric rise, autonomous systems How to Get Help in Windows 10  have been projected to grow to more than 800 million in operation by 2025. However, while envisioned in science fiction for a long time, truly intelligent autonomous systems are still elusive How To Get Help in Windows 10 Keyboard and remain a holy grail. The reality today is that training autonomous systems that function amidst the many unforeseen situations in Get Help in Windows 10 the real world is very hard and requires deep expertise in AI — essentially making it unscalable.

To achieve this inflection point in AI’s growth How to Get Help in Windows 10 , traditional machine learning methodologies aren’t enough. Bringing intelligence to autonomous systems at scale will require a unique combination of the new practice of machine teaching, advances in deep reinforcement learning and leveraging simulation for training. Microsoft has been on a path to make this a reality through continued AI research breakthroughs; the development How To Get Help in Windows 10 Keyboard of the powerful Azure AI platform of tools, services and infrastructure; advances in deep learning including our acquisition ofand the impressive efficiencies we’ve achieved in simulation-based training with Microsoft Research’s  tool. With software developers at the center of digital transformation Get Help in Windows 10, our pending further underscores just how imperative it is that we empower developers to break  through and lead this next wave of innovation.

Today we are excited to take another How to Get Help in Windows 10  major step forward in our vision to make it easier for developers and subject matter experts to build the “brains”— machine learning modelfor autonomous systems of all kinds with the signing of an agreement to acquire. Based in Berkeley, California, and an Bonsai has developed a novel approach using machine teaching that abstracts the low-level mechanics of machine learning, so that subject matter experts, regardless Get Help in Windows 10 of AI aptitude, can specify and train autonomous How To Get Help in Windows 10 Keyboard systems to accomplish tasks. The actual training takes place inside a simulated environment.


The company is building a general-purpose, How to Get Help in Windows 10  deep reinforcement learning platform especially suited for enterprises leveraging industrial control systems such as robotics, energy, HVAC, manufacturing Get Help in Windows 10 and autonomous systems in general. How To Get Help in Windows 10 Keyboard This includes unique 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.

Bonsai’s platform combined with rich simulation tools and How to Get Help in Windows 10  reinforcement learning work in Microsoft Get Help in Windows 10 Research becomes the simplest and richest 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 How To Get Help in Windows 10 Keyboard, and models built with it will be deployed and managed in Azure IoT, giving Microsoft an end-to-end solution for building, operating and enhancing “brains” for autonomous systems.

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