Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published 5 days ago • 68
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published 9 days ago • 87
SkillOS: Learning Skill Curation for Self-Evolving Agents Paper • 2605.06614 • Published 5 days ago • 36
OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents Paper • 2605.05185 • Published 6 days ago • 94
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration Paper • 2605.03042 • Published 8 days ago • 105
MolmoAct2: Action Reasoning Models for Real-world Deployment Paper • 2605.02881 • Published 8 days ago • 271
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Paper • 2604.24764 • Published 15 days ago • 116
AgentSearchBench: A Benchmark for AI Agent Search in the Wild Paper • 2604.22436 • Published 18 days ago • 14
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published 18 days ago • 225
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data Paper • 2604.19859 • Published 21 days ago • 51
SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks Paper • 2604.20087 • Published 20 days ago • 15
view article Article How to Ground a Korean AI Agent in Real Demographics with Synthetic Personas nvidia • 21 days ago • 25
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Paper • 2604.17308 • Published 23 days ago • 22