Image de couverture de livre

AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Qiu, Jiahao, Juan, Xinzhe, Wang, Yimin, Yang, Ling, Qi, Xuan, Zhang, Tongcheng, Guo, Jiacheng, Lu, Yifu, Yao, Zixin, Wang, Hongru, Liu, Shilong, Jiang, Xun, Leqi, Liu, Wang, Mengdi
Format:	Preprint
Publié:	2025
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
par: Qiu, Jiahao, et autres
Publié: (2025)

Learning Agent Routing From Early Experience
par: Wang, Yimin, et autres
Publié: (2026)

Alita-G: Self-Evolving Generative Agent for Agent Generation
par: Qiu, Jiahao, et autres
Publié: (2025)

EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety
par: Qiu, Jiahao, et autres
Publié: (2025)

Physics Supernova: AI Agent Matches Elite Gold Medalists at IPhO 2025
par: Qiu, Jiahao, et autres
Publié: (2025)

GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators
par: Guo, Jiacheng, et autres
Publié: (2025)

Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data?
par: Qi, Xuan, et autres
Publié: (2025)

Temporal Consistency for LLM Reasoning Process Error Identification
par: Guo, Jiacheng, et autres
Publié: (2025)

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors
par: Feng, Lang, et autres
Publié: (2025)

Avenir-Web: Human-Experience-Imitating Multimodal Web Agents with Mixture of Grounding Experts
par: Li, Aiden Yiliu, et autres
Publié: (2026)

TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
par: Qiu, Jiahao, et autres
Publié: (2024)

TED: Training-Free Experience Distillation for Multimodal Reasoning
par: Yuan, Shuozhi, et autres
Publié: (2026)

Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary
par: Wang, Hongru, et autres
Publié: (2025)

BootstrapAgent: Distilling Repository Setup into Reusable Agent Knowledge
par: Fu, Sihan, et autres
Publié: (2026)

OpenClaw-RL: Train Any Agent Simply by Talking
par: Wang, Yinjie, et autres
Publié: (2026)

Mem$^2$Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation
par: Cheng, Zihao, et autres
Publié: (2026)

LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries
par: Yin, Ming, et autres
Publié: (2025)

Web World Models
par: Feng, Jichen, et autres
Publié: (2025)

Curriculum Learning-Guided Progressive Distillation in Large Language Models
par: Cao, Jincheng, et autres
Publié: (2026)

Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model
par: Zhao, Zhonghan, et autres
Publié: (2024)

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
par: Gao, Huan-ang, et autres
Publié: (2025)

MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models
par: Liu, Zhiwei, et autres
Publié: (2025)

CoDA: From Text-to-Image Diffusion Models to Training-Free Dataset Distillation
par: Zhou, Letian, et autres
Publié: (2025)

On the Role of Preference Variance in Preference Optimization
par: Guo, Jiacheng, et autres
Publié: (2025)

MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
par: Guo, Zikang, et autres
Publié: (2025)

Turning Black Box into White Box: Dataset Distillation Leaks
par: Chen, Huajie, et autres
Publié: (2026)

ProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory Distillation
par: Wang, Jiangyuan, et autres
Publié: (2026)

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
par: Li, Weizhen, et autres
Publié: (2025)

Black-Box On-Policy Distillation of Large Language Models
par: Ye, Tianzhu, et autres
Publié: (2025)

Small Scale Data-Free Knowledge Distillation
par: Liu, He, et autres
Publié: (2024)

SODA: Semi On-Policy Black-Box Distillation for Large Language Models
par: Chen, Xiwen, et autres
Publié: (2026)

Structured Agent Distillation for Large Language Model
par: Liu, Jun, et autres
Publié: (2025)

Towards Adaptive Humanoid Control via Multi-Behavior Distillation and Reinforced Fine-Tuning
par: Zhao, Yingnan, et autres
Publié: (2025)

GEAR: Granularity-Adaptive Advantage Reweighting for LLM Agents via Self-Distillation
par: Li, Sijia, et autres
Publié: (2026)

Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in Product QA Agents
par: Lewis, Ashley, et autres
Publié: (2025)

AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
par: Luo, Yinyi, et autres
Publié: (2026)

Distilling LLM Prior to Flow Model for Generalizable Agent's Imagination in Object Goal Navigation
par: Li, Badi, et autres
Publié: (2025)

ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web
par: Yao, Zhiyuan, et autres
Publié: (2026)

GenCellAgent: Generalizable, Training-Free Cellular Image Segmentation via Large Language Model Agents
par: Yu, Xi, et autres
Publié: (2025)

The Evolution of Dataset Distillation: Toward Scalable and Generalizable Solutions
par: Liu, Ping, et autres
Publié: (2025)