LLM Agent ¹⁰

2026

论文 · Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions 07-20

论文 · RepairAgent_An_Autonomous_LLM-Based_Agent_for_Program_Repair 07-13

论文 · Large Language Model-Based Agents for Software Engineering 07-13

论文 · Benchmarking LLMs and LLM-Based Agents in Practical Vulnerability Detection for Code Repositories 07-13

论文 · a Survey on the Optimization of Large Language Model-Based Agents 07-13

论文 · a Survey on Evaluation of LLM-Based Agents 07-13

论文 · a Comprehensive Survey of Agents for Computer Use Foundations, Challenges, and Future Directions 07-13

论文 · Memory综述 07-03

论文 · Just-in-Time Reinforcement Learning: Continual Learning in LLM Agents Without Gradient Updates 07-02

论文 · Generative Agents: Interactive Simulacra of Human Behavior 07-01