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cs.NI2026
SWE-Bench 5G: Benchmarking AI Coding Agents on Telecom Network Engineering Tasks
Jiao Chen, Jianhua Tang, Xiaotong Yang +1
AI coding agents demonstrate strong performance on general-purpose software benchmarks. However, their ability to handle 5G network engineering tasks remains unexplored. We propose…
cs.NI2026
6GAgentGym: Tool Use, Data Synthesis, and Agentic Learning for Network Management
Jiao Chen, Jianhua Tang, Xiaotong Yang +1
Autonomous 6G network management requires agents that can execute tools, observe the resulting state changes, and adapt their decisions accordingly. Existing benchmarks based on st…