Task Force Llm
![[论文评述] From Task Solving to Robust Real-World Adaptation in LLM Agents](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/from-task-solving-to-robust-real-world-adaptation-in-llm-agents-0.png "Task Force Llm")
![[论文评述] A Hybrid GA LLM Framework for Structured Task Optimization](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-hybrid-ga-llm-framework-for-structured-task-optimization-2.png "Task Force Llm")
![[論文レビュー] Task-Aware LLM Routing with Multi-Level Task-Profile-Guided ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/task-aware-llm-routing-with-multi-level-task-profile-guided-data-synthesis-for-cold-start-scenarios-0.png "Task Force Llm")
![[论文评述] LLM-Flax : Generalizable Robotic Task Planning via Neuro ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/llm-flax-generalizable-robotic-task-planning-via-neuro-symbolic-approaches-with-large-language-models-1.png "Task Force Llm")
![[2311.05596] LLM Augmented Hierarchical Agents](https://ar5iv.labs.arxiv.org/html/2311.05596/assets/figures/LLM_FDM.png "Task Force Llm")
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![[论文评述] Multi-Task LLM with LoRA Fine-Tuning for Automated Cancer ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/multi-task-llm-with-lora-fine-tuning-for-automated-cancer-staging-and-biomarker-extraction-3.png "Task Force Llm")
![[论文评述] Leveraging Task-Specific Knowledge from LLM for Semi-Supervised ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/leveraging-task-specific-knowledge-from-llm-for-semi-supervised-3d-medical-image-segmentation-1.png "Task Force Llm")
![[논문 리뷰] ReAcTree: Hierarchical LLM Agent Trees with Control Flow for ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/reactree-hierarchical-llm-agent-trees-with-control-flow-for-long-horizon-task-planning-1.png "Task Force Llm")
![[논문 리뷰] Which Agent Causes Task Failures and When? On Automated Failure ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/which-agent-causes-task-failures-and-when-on-automated-failure-attribution-of-llm-multi-agent-systems-0.png "Task Force Llm")
![[논문 리뷰] Assessing and Verifying Task Utility in LLM-Powered Applications](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/assessing-and-verifying-task-utility-in-llm-powered-applications-0.png "Task Force Llm")
![[논문 리뷰] Logic-Based Verification of Task Allocation for LLM-Enabled ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/logic-based-verification-of-task-allocation-for-llm-enabled-multi-agent-manufacturing-systems-1.png "Task Force Llm")
![[论文评述] Robo-Troj: Attacking LLM-based Task Planners](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/robo-troj-attacking-llm-based-task-planners-1.png "Task Force Llm")
![[論文レビュー] Can LLM Agents Solve Collaborative Tasks? A Study on Urgency ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/can-llm-agents-solve-collaborative-tasks-a-study-on-urgency-aware-planning-and-coordination-1.png "Task Force Llm")
![[论文评述] Cross-Task Experiential Learning on LLM-based Multi-Agent ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/cross-task-experiential-learning-on-llm-based-multi-agent-collaboration-2.png "Task Force Llm")
![[2307.09668] Towards A Unified Agent with Foundation Models](https://ar5iv.labs.arxiv.org/html/2307.09668/assets/figures/skills-half-2.png "Task Force Llm")
![[论文评述] Automated Instruction Revision (AIR): A Structured Comparison of ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/automated-instruction-revision-air-a-structured-comparison-of-task-adaptation-strategies-for-llm-4.png "Task Force Llm")
![[2310.06936] LLMs Killed the Script Kiddie: How Agents Supported by ...](https://ar5iv.labs.arxiv.org/html/2310.06936/assets/figures/red_overview2.png "Task Force Llm")
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