Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition Paper • 2610.28578 • Published 5 days ago • 72 • 3
OR-License: Evaluating LLM Agents as Real-World Operations Research Practitioners Paper • 2610.24087 • Published 9 days ago • 49 • 3
AnyGoal: On World Model Generalization Beyond Expert Rollouts Paper • 2610.26844 • Published 6 days ago • 46 • 2
Interlock: From Local Correctness to Task Completion in Long-Horizon Agents Paper • 2610.19686 • Published 11 days ago • 49 • 3
CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents Paper • 2610.24960 • Published 7 days ago • 53 • 4
SpecMRL: Redesign Matryoshka Representation Learning within Parametric Spectrum Paper • 2610.26824 • Published 6 days ago • 89 • 2
Scaling Parameter-Efficient Fine-Tuning for Brain Encoding Paper • 2610.26802 • Published 6 days ago • 247 • 3
Holi-World: Building Holistic World Intelligence from Human-Ego Experience Paper • 2610.26549 • Published 6 days ago • 173 • 3
EgoXperience: Learning World-Grounded Egocentric Representations from Human Experience Paper • 2610.26625 • Published 6 days ago • 188 • 2
Self-Evolving Coding Agents via Harness-Policy Optimization Paper • 2610.22791 • Published 9 days ago • 56 • 4
ScaleNav: Scalable Internet Video Pretraining for Language-Conditioned Local Navigation Paper • 2610.25690 • Published 6 days ago • 92 • 2
Learning from Fleet Experience: A Collective Learning Paradigm for Robots Paper • 2610.25736 • Published 6 days ago • 129 • 2
PremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviews Paper • 2610.21046 • Published 10 days ago • 48 • 3
LEV: Thinking Fast and Deep with Looped Decision Models Paper • 2610.20951 • Published 11 days ago • 106 • 3
Tree-Aware Posterior Distillation for Long-Horizon Agentic Reinforcement Learning Paper • 2610.23181 • Published 9 days ago • 55 • 3