Andrew Silva

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Simplifying MuZero in "Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model"

December 23, 2020 by Andrew Silva in Paper Summary

DeepMind’s MuZero was officially published today, extending the success of AlphaZero to a range of new RL domains. In this post, I briefly recap the contributions of the work, and why it’s significant for RL research.

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December 23, 2020 /Andrew Silva
tl;dr, reinforcement learning
Paper Summary

TL;DR: Imitating Interactive Intelligence

December 20, 2020 by Andrew Silva in Paper Summary

Google DeepMind just released a 96-page paper that has a lot of extraneous detail and some interesting insight for ML & Robotics researchers. In this post, I am going to highlight my takeaways from the read!

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December 20, 2020 /Andrew Silva
tl;dr, imitation learning, reinforcement learning
Paper Summary