Siwei Han

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

arXiv 2026

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

arXiv 2026

SimpleMem: Efficient Lifelong Memory for LLM Agents

arXiv 2026

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

arXiv 2026

Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning

arXiv 2026

Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections

arXiv 2026

ClawArena: Benchmarking AI Agents in Evolving Information Environments

arXiv 2026

MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding

arXiv 2025

Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning

arXiv 2025

Adapting Web Agents with Synthetic Supervision

arXiv 2025

Alignment Tipping Process: How Self-Evolution Pushes LLM Agents Off the Rails

arXiv 2025

GRAPE: Generalizing Robot Policy via Preference Alignment

arXiv 2024

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models

arXiv 2024

Huaxiu Yao

Peng Xia

Jiaqi Liu

Cihang Xie

Mingyu Ding

Zeyu Zheng

Haonian Ji

Shi Qiu

Yiyang Zhou

Kaiwen Xiong