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Over the course of the weekend, I dug further into my soccer RL project. I realized that while the Striker and Goalie brains had learned very good policies, the Defenders were terrible. Testing [...]

In honor of the ongoing World Cup, I worked this week on training agents to play soccer as a team. I used the Unity Game Engine and based the scene off of a demo scene in their ML Agent library. [...]

So, I survived my first week of studying Reinforcement Learning. I know a good amount of deep learning and I love math, so I assumed RL would be an interesting but fairly comfortable excursion. [...]

Two months ago, Google announced its new TensorflowJS, for training and inference in the browser. This opens the door to a lot of amazing web applications. Try out Webcam Pacman and Mobile Phone [...]

I’m thrilled to be a part of the Scholars Program this summer at OpenAI (update: I’m continuing on this fall as an OpenAI Fellow!). I was a physics major and I’ve always loved [...]