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ToolVerse

Scalable RL framework for training agents on complex tool-integrated reasoning tasks

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ToolVerse is a research framework that automates the generation of large-scale reinforcement learning environments for training agents on Tool-Integrated Reasoning (TIR) tasks. Enables agents to perform complex, long-horizon reasoning by seamlessly integrating external tools across diverse and dynamic scenarios. Designed for researchers developing agentic systems that need to learn tool use through RL, similar to frameworks like Gymnasium but specialized for multi-step tool reasoning.

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frameworktool-useautonomousopen-sourcepython