Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces Paper • 2605.02801 • Published 3 days ago • 4
HeavySkill: Heavy Thinking as the Inner Skill in Agentic Harness Paper • 2605.02396 • Published 3 days ago • 14
OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories Paper • 2605.04036 • Published 2 days ago • 52
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration Paper • 2605.03042 • Published 3 days ago • 85
Odysseus: Scaling VLMs to 100+ Turn Decision-Making in Games via Reinforcement Learning Paper • 2605.00347 • Published 6 days ago • 14
From Context to Skills: Can Language Models Learn from Context Skillfully? Paper • 2604.27660 • Published 4 days ago • 139
Map2World: Segment Map Conditioned Text to 3D World Generation Paper • 2605.00781 • Published 6 days ago • 24
Trees to Flows and Back: Unifying Decision Trees and Diffusion Models Paper • 2605.00414 • Published 6 days ago • 7
When Do Diffusion Models learn to Generate Multiple Objects? Paper • 2605.00273 • Published 7 days ago • 7
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction Paper • 2604.27221 • Published 8 days ago • 35
Step-level Optimization for Efficient Computer-use Agents Paper • 2604.27151 • Published 8 days ago • 18
Nemotron 3 Nano Omni: Efficient and Open Multimodal Intelligence Paper • 2604.24954 • Published 10 days ago • 21
The Last Human-Written Paper: Agent-Native Research Artifacts Paper • 2604.24658 • Published 8 days ago • 18
Efficient Training on Multiple Consumer GPUs with RoundPipe Paper • 2604.27085 • Published 8 days ago • 38
Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Paper • 2604.28185 • Published 7 days ago • 86
Heterogeneous Scientific Foundation Model Collaboration Paper • 2604.27351 • Published 7 days ago • 206
ClawGym: A Scalable Framework for Building Effective Claw Agents Paper • 2604.26904 • Published 8 days ago • 49