Due to circumstances beyond our control, this session is canceled.

SESSION + Live Q&A

[CANCELLED] [Cancelled] Maze Runner: Navigate Reinforcement Learning w/ Java

Lost and alone, our abandoned Java robot is forced to find its way through a series of rooms that all look the same. How can we help it? What algorithms can we use?

 

Reinforcement learning can help us, using one easy* algorithm and a lot of repetition. This talk will focus on getting the robot to learn how to find it's way out of any maze, and look at what else we can do with reinforcement learning: the shy, less popular cousin of deep learning.

 

*peasy


Speaker

Katharine Beaumont

Software developer

  Katharine is a software developer who has embarked on postgraduate studies in Machine Learning and AI. Having worked on medical software, Big Data and complex event processing, web development and machine learning, she has given a number of conference talks on her experiences in the...

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Location

Windsor, 5th flr.

Track

Leading Edge Backend Languages

Topics

Machine LearningAutonomous VehiclesDeep Learning*-lang

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