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Research#LLM Agent🔬 ResearchAnalyzed: Jan 10, 2026 07:47

Repository-Level LLM Agents: A Reinforcement Learning Approach

Published:Dec 24, 2025 05:27
1 min read
ArXiv

Analysis

This ArXiv paper explores the application of Reinforcement Learning to create LLM agents capable of operating at a repository level, which is a novel and potentially impactful area. The focus on repository-level operation suggests a significant shift in how LLMs can be used for software development and related tasks.
Reference

The paper focuses on repository-level operation.