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RL14 min read

How we Made Scalable Long-Horizon RL Environments for Browser Use

Browser agent benchmarks are saturating. This is how we build RL environments from real user traffic against the real web.

By Alexander YueBrowser Use Blog
How we Made Scalable Long-Horizon RL Environments for Browser Use

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Originally published by Browser Use Blog on Aug 26, 2026.

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