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Junjie Hu · Tianyang Han · Kai Ma · Jialin Gao · Yang Song · Xianhua He · Junfeng Luo · Xiaoming Wei · Wenqiang Zhang
Junhao Su · Yuanliang Wan · Junwei Yang · Hengyu Shi · Tianyang Han · Yurui Qiu · Junfeng Luo
Tool-augmented large language models (LLMs) are typically trained via supervised imitation learning or coarse-grained reinforcement learning, approaches that primarily optimize one-shot tool calls. Existing practices of self-reflection largely rely on heuristic prompting or unidirectional reasoni...