StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction Paper • 2605.06642 • Published 15 days ago • 27
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration Paper • 2605.03042 • Published 18 days ago • 119
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction Paper • 2604.27221 • Published 23 days ago • 38
Heterogeneous Scientific Foundation Model Collaboration Paper • 2604.27351 • Published 22 days ago • 217
MultiWorld: Scalable Multi-Agent Multi-View Video World Models Paper • 2604.18564 • Published Apr 20 • 46
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper • 2604.18292 • Published Apr 20 • 84
OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation Paper • 2604.18486 • Published Apr 20 • 94
From P(y|x) to P(y): Investigating Reinforcement Learning in Pre-train Space Paper • 2604.14142 • Published Apr 15 • 30
Qualixar OS: A Universal Operating System for AI Agent Orchestration Paper • 2604.06392 • Published Apr 7 • 18
MARS: Enabling Autoregressive Models Multi-Token Generation Paper • 2604.07023 • Published Apr 8 • 38
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver Paper • 2604.08377 • Published Apr 9 • 291