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Ruihan Jin · Pengpeng Shao · Zhengqi Wen · Jinyang Wu · Mingkuan Feng · Shuo Yang · Chu Yuan Zhang · Jianhua Tao
Jinyang Wu · Shuo Yang · Yuhao Shen · Shuai Zhang · Zhengqi Wen · Jianhua Tao
Reinforcement learning has empowered large language models to act as intelligent agents, yet training them for long-horizon tasks remains challenging due to the scarcity of high-quality trajectories, especially under limited resources. Existing methods typically scale up rollout sizes and indiscr...