Comment Comment by strin Not surprising.However, I am not buying the claim that the algorithm is going to transform many other domains:" The system could help optimize power grids, he says, or streamline shipping routes, or refine scientific research."by Wired https://www.wired.com/2017/05/googles-alphago-levels-board-g...The main concern is data efficiency. AlphaGo essentially baked good movies into value and policy network by playing millions of times. In reality, unless you have a really good simulator, deep reinforcement learning is almost never applicable. parent strin 9 years ago
However, I am not buying the claim that the algorithm is going to transform many other domains:
" The system could help optimize power grids, he says, or streamline shipping routes, or refine scientific research."
by Wired https://www.wired.com/2017/05/googles-alphago-levels-board-g...
The main concern is data efficiency. AlphaGo essentially baked good movies into value and policy network by playing millions of times. In reality, unless you have a really good simulator, deep reinforcement learning is almost never applicable.