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Visualizing Deep Learning Sequential Models

Jesse Hostetler, Dan Garmat, and I recently hacked on DeepMind's implementation of a neural network for the Arcade Learning Environment. The above video shows the agent learning to play a game called Breakout, in which the objective is to break bricks at the top of the screen using a ball …

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VH/HCC 2015

Thumbnail of VLHCC paper

I am just wrapping up at the IEEE Symposium on Visual Languages and Human-Centric Computing. My paper appears in the proceedings and I presented on Monday. This has been my first Human Computer Interaction (HCI) conference, so I have been exploring the differences and similarities from my AI and FOSS …

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Visualization for Markov Decision Processes (MDPs)

A Screen Capture of MDPvis

For our forthcoming paper at the IEEE Symposium on Visual Languages and Human-Centric Computing I built a visualization for testing and debugging optimization simulators and algorithms.

The visualization is built on d3js and runs in the web browser. If you visit mdpvis.github.io you can interact with a wildfire …

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© 2016 Sean B. McGregor

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