π€ AI Agent12 items
Latest AI agent research papers, analysis, and improvement insights
Secure autonomous cyber defense with LLM agents: A systematic review of autonomy, tool-augmented reasoning, and governance constraints
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R2IF: Aligning Reasoning with Decisions via Composite Rewards for Interpretable LLM Function Calling
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IMPACT-CYCLE: A Contract-Based Multi-Agent System for Claim-Level Supervisory Correction of Long-Video Semantic Memory
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Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data
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Data-Bridge: A Multi-Agent System for Code-Based Multimodal Schema Alignment
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DIAL: Database-Informed Interactive Multi-Agent System Loop for Personalized Image Generation
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A Multi-Agent System for Zero-Shot Controllable Image Captioning
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ComPASS: Towards Personalized Agentic Social Support via Tool-Augmented Companionship
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ProtoCycle: Reflective Tool-Augmented Planning for Text-Guided Protein Design
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Taint-Style Vulnerability Detection and Confirmation for Node.js Packages Using LLM Agent Reasoning
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Multi-Agent System Based Cooperative Power Control of Distributed Virtual Power Plants for Frequency Regulation Under Diversified Cyber Attacks
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MASDroid: A Multi-Agent System for Enhancing the Analysis of Android Malware
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