BrowserForge: Scaling Web Episode via Parallel Browser Sandboxes

arXiv:2608.24848 · cs.CL · Submitted 2026-08-25 · Read on arXiv

cs.CL

Submitted: 2026-08-25

Updated: 2026-08-25

Code: https://github.com/browser-use/browser-use

Terminology

Benchmark — 17× in this paper · explained in 2 episodes
Accuracy — 12× in this paper · explained in 1 episode
Fine-Tuning — 11× in this paper · explained in 5 episodes
Grounding — 7× in this paper · explained in 3 episodes
Verification — 7× in this paper · explained in 2 episodes
Action Space — 6× in this paper · explained in 1 episode
Ablation — 4× in this paper · explained in 1 episode
International Conference on Learning Representations — 4× in this paper
Meeting of the Association for Computational Linguistics — 3× in this paper
Reinforcement Learning — 3× in this paper · explained in 4 episodes
Conference on Computer Vision and Pattern Recognition — 2× in this paper
Distribution Shift — 2× in this paper · explained in 5 episodes
In International Conference on Machine Learning — 2× in this paper
Trace — 2× in this paper · explained in 2 episodes
Visual Grounding — 2× in this paper · explained in 2 episodes
Benchmarking — 1× in this paper · explained in 3 episodes
Decoupling — 1× in this paper · explained in 2 episodes
Failure Modes — 1× in this paper · explained in 3 episodes
Unified Framework — 1× in this paper · explained in 5 episodes
Verifier — 1× in this paper · explained in 2 episodes
World Model — 1× in this paper · explained in 7 episodes

Sources

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