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DeLoop: Repeated Actions as Self-Supervision for Long-Horizon Agents

Language-model agents that run long tasks often redo work they have already done: they re-issue a tool call they made earlier and get back exactly the same observation, a step that adds no new informa

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Open on Hugging Face ↗Hugging Face Daily Papers: trending AI research
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#13Best rank
–Score · 24h
163Score · 7d
2Days on list
12Snapshots
Oct 22, 2026First seen

Summary

DeLoop: Repeated Actions as Self-Supervision for Long-Horizon Agents was first seen on Hugging Face · Daily papers on Oct 22, 2026. Since then it appeared in 12 hourly checks across 2 days, peaking at #13 on Oct 23, 03:18 UTC. It was last on the list on Oct 23, 03:18 UTC.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 05:1810:4816:1821:4803:18 Oct 22, 05:18 UTC · #20Oct 22, 07:18 UTC · #22Oct 22, 09:18 UTC · #23Oct 22, 11:18 UTC · #16Oct 22, 13:18 UTC · #17Oct 22, 15:18 UTC · #15Oct 22, 17:18 UTC · #18Oct 22, 19:18 UTC · #18Oct 22, 21:18 UTC · #19Oct 22, 23:18 UTC · #19Oct 23, 01:18 UTC · #17Oct 23, 03:18 UTC · #13

Last 14 days

Best rank per day (UTC).

Oct 14today

Metric history

Platform metric as reported by Hugging Face.

061218 05:1810:4816:1821:4803:18 Oct 22, 05:18 UTC · 6Oct 22, 07:18 UTC · 6Oct 22, 09:18 UTC · 9Oct 22, 11:18 UTC · 12Oct 22, 13:18 UTC · 16Oct 22, 15:18 UTC · 16Oct 22, 17:18 UTC · 17Oct 22, 19:18 UTC · 18Oct 22, 21:18 UTC · 18Oct 22, 23:18 UTC · 18Oct 23, 01:18 UTC · 18Oct 23, 03:18 UTC · 18

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