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News/SkillShift-Bench: Benchmarking Skill Learning under Environment Evolution for Web Agents
arxiv
PublishedOctober 27, 2026 at 4:00 AM

SkillShift-Bench: Benchmarking Skill Learning under Environment Evolution for Web Agents

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arXiv:2610.33528v1 Announce Type: new Abstract: Skill learning enables web agents to reuse prior experience for long-horizon interactive tasks. However, learned skills are typically evaluated in closed environments, overlooking the fact that real-world web deployment involves continuous shifts in in

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