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docs: add README for exp_gen folder structure proposal (#1010)

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* docs: add README for exp_gen folder structure proposal

* docs: update README with tool strategy and adjust folder structure

* docs: rename 'Tool strategy' section to 'Tools' in exp_gen README
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2025-07-03 11:31:51 +08:00
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rdagent/scenarios/data_science/proposal/exp_gen/README.md
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# Folder structure design
## Concepts
When we are optimizing solutions, we have the following strategies.
- `draft`: create a new solution
- `idea`: propose an idea to improve solutions
- `merge`: merge different solutions
Optimization is a long journey; we may switch between different strategies. These strategies are called routers.
- `router`: a meta strategy to route between different strategies. Router may have different implementations.
Tools:
- `select`: It provides features to be used by other strategies or steps.
1) `submit`: before we end the optimization, we have to select the only one solution to submit.
2) `expand`: we may have select one point to start the next expansion.
## Suggest folder structure
So the suggested folder structure is:
```
- router/
- idea/
- samll_step(or refine?).py
- normal.py
- draft/
- merge/
- select/
- expand.py
- submit.py
```