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Behind AlphaGo

https://medium.com/@giacaglia/behind-alphago-9833c6413f66

by geeharry • 7 years ago

8 4 7 years ago

ME

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4

giacaglia• 7 years ago

It would be interesting to know if there were similar techniques employed for AlphaStar and AlphaGo, with DeepMind's use of LSTMs, etc...

mercautoe• 7 years ago

From my understanding AlphaStar used a LSTM to determine the actions of its agents, but it had a transformer to draw attention to a subset of the inputs

maximur• 7 years ago

It would be nice to get an in-depth overview of the techniques used behind AlphaStar...

rafaiero1• 7 years ago

DeepMind reduced the problem to search using the two Deep Neural Networks. MCTS is an old technique but it clearly worked here

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