LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Paper • 2607.14952 • Published 5 days ago • 183
X-Lens: Real-Time Metric Depth Estimation with Heterogeneous Cameras Paper • 2607.12993 • Published 7 days ago • 131
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable Paper • 2607.13285 • Published 7 days ago • 205
RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation Paper • 2607.06559 • Published 14 days ago • 94
OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers Paper • 2607.04033 • Published 17 days ago • 76
TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning Paper • 2606.32017 • Published 21 days ago • 12
How Much Static Structure Do Code Agents Need? A Study of Deterministic Anchoring Paper • 2606.26979 • Published 26 days ago • 3
MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision Paper • 2606.17162 • Published Jun 15 • 177
OpenRath: Session-Centered Runtime State for Agent Systems Paper • 2606.19409 • Published Jun 17 • 78
LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling Paper • 2606.18023 • Published Jun 16 • 210