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🤖 AI Agent27 items

Latest AI agent research papers, analysis, and improvement insights

semantic_scholarresearch

LLM-enhanced Scene Graph Learning for Household Rearrangement

LLM-enhanced Scene Graph Learning for Household Rearrangement

semantic_scholarresearch

Watermarking LLM Agent Trajectories

Watermarking LLM Agent Trajectories

semantic_scholarresearch

SELAUR: Self Evolving LLM Agent via Uncertainty-aware Rewards

SELAUR: Self Evolving LLM Agent via Uncertainty-aware Rewards

semantic_scholarresearch

MemoPhishAgent: Memory-Augmented Multi-Modal LLM Agent for Phishing URL Detection

MemoPhishAgent: Memory-Augmented Multi-Modal LLM Agent for Phishing URL Detection

semantic_scholarresearch

An Empirical Study of Bugs in Modern LLM Agent Frameworks

An Empirical Study of Bugs in Modern LLM Agent Frameworks

semantic_scholarresearch

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use

Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use

semantic_scholarresearch

LLM Agent-based Shilling Attack on Recommender Systems

LLM Agent-based Shilling Attack on Recommender Systems

semantic_scholarresearch

Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training

Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training

semantic_scholarresearch

Graph-driven embedding reinforcement and traceable LLM agent for reliable element alignment in construction report generation

Graph-driven embedding reinforcement and traceable LLM agent for reliable element alignment in construction report generation

semantic_scholarresearch

Grid-Mind: An LLM-Orchestrated Multi-Fidelity Agent for Automated Connection Impact Assessment

Grid-Mind: An LLM-Orchestrated Multi-Fidelity Agent for Automated Connection Impact Assessment

semantic_scholarresearch

MAS-FIRE: Fault Injection and Reliability Evaluation for LLM-Based Multi-Agent Systems

MAS-FIRE: Fault Injection and Reliability Evaluation for LLM-Based Multi-Agent Systems

semantic_scholarresearch

UniRank: A Multi-Agent Calibration Pipeline for Estimating University Rankings from Anonymized Bibliometric Signals

UniRank: A Multi-Agent Calibration Pipeline for Estimating University Rankings from Anonymized Bibliometric Signals

semantic_scholarresearch

ViSTAR: Virtual Skill Training with Augmented Reality with 3D Avatars and LLM coaching agent

ViSTAR: Virtual Skill Training with Augmented Reality with 3D Avatars and LLM coaching agent

semantic_scholarresearch

Co-LLM: A retrieval-augmented language model framework for chiller optimization control

Co-LLM: A retrieval-augmented language model framework for chiller optimization control

semantic_scholarresearch

Tool-R0: Self-Evolving LLM Agents for Tool-Learning from Zero Data

Tool-R0: Self-Evolving LLM Agents for Tool-Learning from Zero Data

blog_openairesearch

OpenAI announces Frontier Alliance Partners

OpenAI announces Frontier Alliance Partners

blog_langchainresearch

You don’t know what your agent will do until it’s in production

You don’t know what your agent will do until it’s in production

blog_langchainresearch

How we built Agent Builder’s memory system

How we built Agent Builder’s memory system

blog_langchainresearch

Agent Observability Powers Agent Evaluation

Agent Observability Powers Agent Evaluation

hackernewsresearch

The Missing Semester of Your CS Education – Revised for 2026

The Missing Semester of Your CS Education – Revised for 2026

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