Enabling Black-box RPC-API Testing with Multi-Agent Reinforcement Learning and LLMs: An Industry Case Study

Xiaoqing Sun, Zhou Shao, Xiaonan Shi, Shiliang Xiao, Chao Ma, Xiaobo Xue, Jianyuan Lu, Shize Zhang, Enge Song, Song Yang, Xing Li 0007, Chongrong Fang, Chunrong Fang, Biao Lyu, Shunmin Zhu. Enabling Black-box RPC-API Testing with Multi-Agent Reinforcement Learning and LLMs: An Industry Case Study. In Proceedings of the IEEE/ACM 48th International Conference on Software Engineering: Software Engineering in Practice, ICSE-SEIP 2026, Rio de Janeiro, Brazil, April 12-18, 2026. pages 81-93, ACM, 2026. [doi]

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