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Thursday, October 1 • 9:35am - 10:05am
Project Bonsai - How Microsoft is Using Ray and RLlib Inside a Machine Teaching Service for Autonomous Systems - Edilmo Palencia, Microsoft

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Machine Learning and, in special, Reinforcement Learning could be hard. But we believe that is possible to make it accessible to subject matter experts in any industry, regardless of knowledge computer science or Machine Learning.

At Microsoft Project Bonsai we are working in Machine Teaching, a new complementary approach to Machine Learning that could be used by those without AI expertise, to build AI agents that powers intelligent control systems through a unique combination of advance machine learning techniques, simulation, and deployment capabilities.

In this presentation we are going to talk about how we use RLlib and Ray to achieve our vision. And we will perform a quick demo of the platform using a special simulator created specially for learning about Bonsai and Machine Teaching.

Speakers
avatar for Edilmo Palencia

Edilmo Palencia

Principal AI Engineer, Microsoft



Thursday October 1, 2020 9:35am - 10:05am PDT
Virtual 2
  Reinforcement Learning
  • Slides Included Yes