Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments Paper • 2605.30280 • Published 2 days ago • 67
Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation Paper • 2605.29861 • Published 2 days ago • 6
PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models Paper • 2605.20873 • Published 10 days ago • 31
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents Paper • 2605.10832 • Published 19 days ago • 21 • 2
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents Paper • 2605.10832 • Published 19 days ago • 21
Klear-AgentForge Collection Effective supervised fine-tuning (SFT) with synthetic data followed by multi-turn reinforcement learning (RL) for boosting agentic models. • 3 items • Updated Nov 13, 2025 • 4
ClawEnvKit: Automatic Environment Generation for Claw-Like Agents Paper • 2604.18543 • Published Apr 20 • 30
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published Apr 20 • 85
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published Apr 20 • 85 • 4
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published Apr 20 • 85
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published Apr 20 • 85
SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization Paper • 2604.02268 • Published Apr 2 • 101
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published Apr 2 • 151 • 5
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published Apr 2 • 151
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published Mar 17 • 140
view article Article Create, Evaluate, and Connect AI Skills | SkillNet: A Large-Scale Agentic "Skill Graph" Knowledge Base xzwnlp • Feb 28 • 13
AgentEvolver: Towards Efficient Self-Evolving Agent System Paper • 2511.10395 • Published Nov 13, 2025 • 5
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning Paper • 2603.03379 • Published Mar 3 • 32