D3-Gym supplies the first large-scale set of automatically constructed, verifiable environments for training AI agents on real scientific data-driven discovery tasks and demonstrates consistent performance gains when used for training.
It returns a tuple (result, message) where resultis a boolean (True/False) indicating pass/fail andmessageis a string with details
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D3-Gym: Constructing Real-World Verifiable Environments for Data-Driven Discovery
D3-Gym supplies the first large-scale set of automatically constructed, verifiable environments for training AI agents on real scientific data-driven discovery tasks and demonstrates consistent performance gains when used for training.