vlm-agent 开源项目推荐（9 个）

mll-lab-nu /VAGEN

World model reinforcement learning for multi-turn VLM agents. RL for vision framework (NeurIPS 2025).

shawn0728 /OpenSearch-VL

🔍 OpenSearch-VL provides a fully open recipe for training strong multimodal deep search agents through high-quality data curation, diverse visual/search tools, and fatal-aware agentic reinforcement learning.

MadeAgents /mobile-use

MobileUse：一款开源的移动图形界面代理，用于Android手机自动化、AndroidWorld/AndroidLab评估、层级反思和主动探索。

zqc3117 /Spotter

Official codebase for Spotter: Let the Embodied Model Lead, and the VLM Reflect for It

jam-cc /AnomalyClaw

Official code for "AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation". Ships the CrossDomainVAD-12 benchmark.

ambient-intelligence-hq /ambient

A video understanding and research agent that can reason over long-form videos

kim-bayern-dev /KI-Video-Analyse-Tool-Archivar

Videoanalysen mithilfe von KI durchführen

Fujiry0 /stvg-agent

Training-free code-as-action agent for spatio-temporal video grounding (STVG): Qwen3.5-9B writes and runs Python that calls SAM 3 tracking and VLM queries. Evaluated on AnyGroundBench.

guotong1988 /Robotic-Arm-World

Building a robotic arm simulation world to prepare training data for MLLM