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Long Li · Zhijian Zhou · JIARAN HAO · Jason Liu · Yanting Miao · Wei Pang · Xiaoyu Tan · Wei Chu · Zhe Wang · Shirui Pan · Chao Qu · Yuan Qi
Long Li · Zhijian Zhou · Jiangxuan Long · Peiyang Liu · Weidi Xu · Zhe Wang · Shirui Pan · Chao Qu
Agentic Reinforcement Learning (RL) shows promise for complex tasks, but Text-to-SQL remains mostly restricted to single-turn paradigms. A primary bottleneck is the credit assignment problem. In traditional paradigms, rewards are determined solely by the final-turn feedback, which ignores the int...