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Add 7 new papers from April 2026#2

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Add 7 new papers from April 2026#2
botbubble wants to merge 1 commit intoDeepSoftwareAnalytics:mainfrom
botbubble:add-papers-2026-04

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New Papers (April 2026)

This PR adds 7 papers published in April 2026, covering multiple categories:

🤖 Single-Agent Systems

  • REAgent (2604.06861) — Requirement-Driven LLM Agents for Software Issue Resolution
  • SWE-AGILE (2604.11716) — A Software Agent Framework for Efficiently Managing Dynamic Reasoning Context

👥 Multi-Agent Systems

  • AgentForge (2604.13120) — Execution-Grounded Multi-Agent LLM Framework for Autonomous Software Engineering

🔄 Workflow-Based Methods

  • CODESTRUCT (2604.05407) — Code Agents over Structured Action Spaces (ACL 2026)

📚 Supervised Fine-Tuning (SFT)

  • SWE-ZERO to SWE-HERO (2604.01496) — Execution-free to Execution-based Fine-tuning for Software Engineering Agents

🔍 Methods Analysis

  • PassRateConstraint (2604.05955) — Does Pass Rate Tell the Whole Story? Evaluating Design Constraint Compliance in LLM-based Issue Resolution

🎮 Reinforcement Learning (RL)

  • RTMC (2604.11037) — Step-Level Credit Assignment via Rollout Trees

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Papers added:
- REAgent (2604.06861) - single_agent: Requirement-Driven LLM Agents for Software Issue Resolution
- SWE-AGILE (2604.11716) - single_agent: Dynamic Reasoning Context Management
- AgentForge (2604.13120) - multi_agent: Execution-Grounded Multi-Agent Framework
- CODESTRUCT (2604.05407) - workflow: Code Agents over Structured Action Spaces (ACL 2026)
- SWE-ZERO to SWE-HERO (2604.01496) - sft: Execution-free to Execution-based Fine-tuning
- PassRateConstraint (2604.05955) - methods_analysis: Design Constraint Compliance Evaluation
- RTMC (2604.11037) - rl: Step-Level Credit Assignment via Rollout Trees
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