SPARK: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning.

Jinyang Wu, Shuo Yang, Yuhao Shen, Shuai Zhang, Zhengqi Wen, Jianhua Tao

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