2 papers
cs.AI2026
VERA: Scaling Verifiable Environments for Agentic co-Evolution
Junqi Liu, Yongyang Pan, Zhuosong Jiang +14
Competent agents need precise and verifiable environments, such as sandboxes that are resumable at any stage and evolve from observable evidence. However, most long-horizon work ex…
cs.NI2026
RoutingBench: Can Agentic Routing Analysis Scale to Production Datacenter Networks?
Wenlong Ding, Zhixiong Niu, Jianan Yang +6
Recent advances in AI models and agentic technologies make AI for network operations (NetOps) within reach. However, scalability remains a key bottleneck of agentic NetOps when ana…