agent/papers/items/2026-2605-23574-push-your-agent-measuring-and-enforcing-quantitative-goal-persistence-in-long-ho.md

Paper: Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents

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type: paper title: "Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents" authors: Yuandao Cai, Yuzhang Zhu, Liyou Gao, Wensheng Tang, Shengchao Qin year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.23574 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-22 updated_at: 2026-05-22 status: queued relevance: high topics:

• agent-evaluation
• coding-agent
• planning
• rag
• reasoning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.LG
• cs.SE related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 19 collection_queries: language-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: language-agent
• inferred topics: agent-evaluation, coding-agent, planning, rag, reasoning, tool-use
• arXiv categories: cs.LG, cs.SE
• collection score: 19

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2605.23574