Learning Simple Test-Time Environments for LLM Web Agents

arXiv:2608.29305 · cs.CL, cs.AI, cs.LG · Submitted 2026-08-29 · Read on arXiv

cs.CL, cs.AI, cs.LG

Submitted: 2026-08-29

Updated: 2026-08-29

Comments: Code and data are released at https://github.com/THUNLP-MT/TTED

Code: https://github.com/THUNLP-MT/TTED

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Compositional Generalization — 2× in this paper · explained in 4 episodes
• Generalization — 2× in this paper · explained in 13 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes

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