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upvoted a paper about 4 hours ago

Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents

Paper • 2605.10832 • Published 3 days ago • 15

upvoted a collection 6 days ago

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

upvoted 2 papers 22 days ago

ClawEnvKit: Automatic Environment Generation for Claw-Like Agents

Paper • 2604.18543 • Published 24 days ago • 29

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence

Paper • 2604.18292 • Published 24 days ago • 84

upvoted 3 papers about 1 month ago

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published Apr 7 • 67

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

upvoted a paper about 2 months ago

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

Paper • 2603.17187 • Published Mar 17 • 139

upvoted an article 2 months ago

view article

Article

Create, Evaluate, and Connect AI Skills | SkillNet: A Large-Scale Agentic "Skill Graph" Knowledge Base

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Feb 28

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upvoted 2 papers 2 months ago

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

upvoted a collection 3 months ago

OmniGAIA

Collection

Towards Native Omni-Modal AI Agents • 7 items • Updated Mar 7 • 9

upvoted 8 papers 3 months ago

OmniGAIA: Towards Native Omni-Modal AI Agents

Paper • 2602.22897 • Published Feb 26 • 53

Mobile-Agent-v3.5: Multi-platform Fundamental GUI Agents

Paper • 2602.16855 • Published Feb 15 • 51

SkillOrchestra: Learning to Route Agents via Skill Transfer

Paper • 2602.19672 • Published Feb 23 • 58

GLM-5: from Vibe Coding to Agentic Engineering

Paper • 2602.15763 • Published Feb 17 • 149

Towards General Agentic Intelligence via Environment Scaling

Paper • 2509.13311 • Published Sep 16, 2025 • 72

Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation

Paper • 2602.12125 • Published Feb 12 • 66

LawThinker: A Deep Research Legal Agent in Dynamic Environments

Paper • 2602.12056 • Published Feb 12 • 35

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published Feb 5 • 353