References

http://khanrc.github.io/nas-1-intro.html

Paper Reviews

[Neural Architecture Search with Reinforcement Learning (1)](https://wooshikm.notion.site/Neural-Architecture-Search-with-Reinforcement-Learning-1-7841d94e564141628da76a7af8d5a73a)

3 Components

Search Space

• candidate operation (conv, fully-connected, pooling, etc.)
• valid network configuration

Search Strategy

• random search, reinforcement learning, evolutionary strategy, baysian optimization…
• exploration-exploitation

Performance Estimation Strategy

• no evaluation (time-consuming)