HexaShell: A Thin Harness for Exploring the Limits of VLM Agents as Robot Coding Agents Paper • 2610.23479 • Published 9 days ago • 123
BizBench: Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business Paper • 2610.20424 • Published 11 days ago • 496
Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published 12 days ago • 159
OR-License: Evaluating LLM Agents as Real-World Operations Research Practitioners Paper • 2610.24087 • Published 9 days ago • 51
Learning Where to Split: Dynamic Band Splitting for Audio Source Separation Paper • 2610.14993 • Published 15 days ago • 63
MJev-Spatial: System One Spatial Intelligence via Native Attention Matching Paper • 2610.22276 • Published 10 days ago • 415
OpenGCUA: Toward a Fully Open Stack for Generalist Computer Use Paper • 2610.22200 • Published 10 days ago • 105
Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation Paper • 2610.21601 • Published 10 days ago • 223
OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding Paper • 2610.18829 • Published 12 days ago • 705
More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning Paper • 2610.19789 • Published 11 days ago • 61
Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents Paper • 2610.20344 • Published 11 days ago • 63
Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation Paper • 2610.13521 • Published 16 days ago • 95
Player-1: Learning to Play from Synthetic Experience Paper • 2610.20584 • Published 11 days ago • 351
Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation Paper • 2610.20571 • Published 11 days ago • 368
SoftwareGym: Scaling Computer-Use Agent Training with Diverse Synthesized Software Environments Paper • 2610.12611 • Published 17 days ago • 103
S-Space: Exploring Spatial Workspace in Multimodal Language Models Paper • 2610.13527 • Published 16 days ago • 272
Scaling Agentic Data for Long-Horizon Terminal Intelligence Paper • 2610.13166 • Published 16 days ago • 148