Adds python scripts to support curriculum learning experiments #3
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sruan2 wants to merge 4 commits intoace-agent:mainfrom
Open
Adds python scripts to support curriculum learning experiments #3sruan2 wants to merge 4 commits intoace-agent:mainfrom
sruan2 wants to merge 4 commits intoace-agent:mainfrom
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Added curriculum learning scripts
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Summary
This PR adds three python scripts to support curriculum learning experiments in AppWorld.
Changes
Added three new scripts in
experiments/curriculum/:analyze_dataset.py- Task difficulty distribution analyzerSaves analysis results to JSON files in the same dataset folder
data_selector.py- Curriculum dataset builderSelects subsets of tasks from existing datasets based on size, difficulty, and a range of requirements specified
check_same_data.py- Dataset comparison utilityCompares two dataset files to verify they contain the same tasks