MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild
Fuente:
arXiv
Saved in:
| Main Authors: | Xia, Peng, Chen, Jianwen, Yang, Xinyu, Tu, Haoqin, Liu, Jiaqi, Xiong, Kaiwen, Han, Siwei, Qiu, Shi, Ji, Haonian, Zhou, Yuyin, Zheng, Zeyu, Xie, Cihang, Yao, Huaxiu |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ClawArena: Benchmarking AI Agents in Evolving Information Environments
by: Ji, Haonian, et al.
Published: (2026)
by: Ji, Haonian, et al.
Published: (2026)
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents
by: Lai, Yuxiang, et al.
Published: (2026)
by: Lai, Yuxiang, et al.
Published: (2026)
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
by: Liu, Jiaqi, et al.
Published: (2025)
by: Liu, Jiaqi, et al.
Published: (2025)
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents
by: Liu, Jiaqi, et al.
Published: (2026)
by: Liu, Jiaqi, et al.
Published: (2026)
Your Agent, Their Asset: A Real-World Safety Analysis of OpenClaw
by: Wang, Zijun, et al.
Published: (2026)
by: Wang, Zijun, et al.
Published: (2026)
Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory
by: Liu, Jiaqi, et al.
Published: (2026)
by: Liu, Jiaqi, et al.
Published: (2026)
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
by: Xia, Peng, et al.
Published: (2026)
by: Xia, Peng, et al.
Published: (2026)
SimpleMem: Efficient Lifelong Memory for LLM Agents
by: Liu, Jiaqi, et al.
Published: (2026)
by: Liu, Jiaqi, et al.
Published: (2026)
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration
by: Liu, Jiaqi, et al.
Published: (2026)
by: Liu, Jiaqi, et al.
Published: (2026)
Kestrel: Grounding Self-Refinement for LVLM Hallucination Mitigation
by: Mao, Jiawei, et al.
Published: (2026)
by: Mao, Jiawei, et al.
Published: (2026)
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization
by: Ji, Haonian, et al.
Published: (2025)
by: Ji, Haonian, et al.
Published: (2025)
Alignment Tipping Process: How Self-Evolution Pushes LLM Agents Off the Rails
by: Han, Siwei, et al.
Published: (2025)
by: Han, Siwei, et al.
Published: (2025)
ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning
by: Wu, Juncheng, et al.
Published: (2026)
by: Wu, Juncheng, et al.
Published: (2026)
GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?
by: Zhou, Yiyang, et al.
Published: (2025)
by: Zhou, Yiyang, et al.
Published: (2025)
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?
by: Xie, Yunfei, et al.
Published: (2024)
by: Xie, Yunfei, et al.
Published: (2024)
VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation
by: Han, Qijun, et al.
Published: (2026)
by: Han, Qijun, et al.
Published: (2026)
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
by: Xia, Peng, et al.
Published: (2025)
by: Xia, Peng, et al.
Published: (2025)
AHELM: A Holistic Evaluation of Audio-Language Models
by: Lee, Tony, et al.
Published: (2025)
by: Lee, Tony, et al.
Published: (2025)
SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
by: Chen, Hardy, et al.
Published: (2025)
by: Chen, Hardy, et al.
Published: (2025)
Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains
by: Wu, Juncheng, et al.
Published: (2025)
by: Wu, Juncheng, et al.
Published: (2025)
Where on Earth? A Vision-Language Benchmark for Probing Model Geolocation Skills Across Scales
by: Qian, Zhaofang, et al.
Published: (2025)
by: Qian, Zhaofang, et al.
Published: (2025)
WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation
by: Ding, Shuangrui, et al.
Published: (2026)
by: Ding, Shuangrui, et al.
Published: (2026)
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning
by: Li, Xianhang, et al.
Published: (2025)
by: Li, Xianhang, et al.
Published: (2025)
From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models
by: Wu, Juncheng, et al.
Published: (2026)
by: Wu, Juncheng, et al.
Published: (2026)
OpenVision 3: A Family of Unified Visual Encoder for Both Understanding and Generation
by: Zhang, Letian, et al.
Published: (2026)
by: Zhang, Letian, et al.
Published: (2026)
$\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark
by: Yang, Siwei, et al.
Published: (2025)
by: Yang, Siwei, et al.
Published: (2025)
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge
by: Yang, Siwei, et al.
Published: (2024)
by: Yang, Siwei, et al.
Published: (2024)
MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning
by: Qian, Hongjin, et al.
Published: (2025)
by: Qian, Hongjin, et al.
Published: (2025)
OpenClaw-RL: Train Any Agent Simply by Talking
by: Wang, Yinjie, et al.
Published: (2026)
by: Wang, Yinjie, et al.
Published: (2026)
Chasing the Public Score: User Pressure and Evaluation Exploitation in Coding Agent Workflows
by: Chen, Hardy, et al.
Published: (2026)
by: Chen, Hardy, et al.
Published: (2026)
MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding
by: Han, Siwei, et al.
Published: (2025)
by: Han, Siwei, et al.
Published: (2025)
CHAI: Command Hijacking against embodied AI
by: Burbano, Luis, et al.
Published: (2025)
by: Burbano, Luis, et al.
Published: (2025)
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training
by: Gao, Yipeng, et al.
Published: (2023)
by: Gao, Yipeng, et al.
Published: (2023)
What If We Recaption Billions of Web Images with LLaMA-3?
by: Li, Xianhang, et al.
Published: (2024)
by: Li, Xianhang, et al.
Published: (2024)
ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents
by: Huo, Dongjie, et al.
Published: (2026)
by: Huo, Dongjie, et al.
Published: (2026)
Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors
by: Nie, Fan, et al.
Published: (2025)
by: Nie, Fan, et al.
Published: (2025)
Meta-Learning with Heterogeneous Tasks
by: Si, Zhaofeng, et al.
Published: (2024)
by: Si, Zhaofeng, et al.
Published: (2024)
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation
by: Tong, Haibo, et al.
Published: (2025)
by: Tong, Haibo, et al.
Published: (2025)
When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought
by: Zhou, Yiyang, et al.
Published: (2025)
by: Zhou, Yiyang, et al.
Published: (2025)
AttnGCG: Enhancing Jailbreaking Attacks on LLMs with Attention Manipulation
by: Wang, Zijun, et al.
Published: (2024)
by: Wang, Zijun, et al.
Published: (2024)
Similar Items
-
ClawArena: Benchmarking AI Agents in Evolving Information Environments
by: Ji, Haonian, et al.
Published: (2026) -
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents
by: Lai, Yuxiang, et al.
Published: (2026) -
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
by: Liu, Jiaqi, et al.
Published: (2025) -
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents
by: Liu, Jiaqi, et al.
Published: (2026) -
Your Agent, Their Asset: A Real-World Safety Analysis of OpenClaw
by: Wang, Zijun, et al.
Published: (2026)