Learning from Fleet Experience: A Collective Learning Paradigm for Robots Paper • 2610.25736 • Published 7 days ago • 138
CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents Paper • 2610.24960 • Published 8 days ago • 55
DONIC: Generalist Dexterous Bimanual Tracking Control from Human Demonstrations Paper • 2610.29997 • Published 5 days ago • 161
Chaew00n/test-policy-optimization-query-rewrite-0529 Text Generation • 0.6B • Updated May 30, 2025 • 27 • 2
SCOPE: Semantic Bounded Credit Optimization for Prompt Engineering in Text-to-image Generation Paper • 2610.22264 • Published 11 days ago • 51
LEASH: Uncertainty-Aware Weak-to-Strong Escalation and Oversight for Computer-Use Agents Paper • 2610.22280 • Published 11 days ago • 13
What Makes a Social Agent's Interactions Effective? Learning from Verifiable Outcomes in Paired Worlds Paper • 2610.20195 • Published 12 days ago • 17
Many Right Answers, One Training Example: Removing Responder Noise from GRPO for LLM Recommenders Paper • 2610.17771 • Published 13 days ago • 80
SwarmRSI: Recursive Self-Improvement through Evolving Scientific Agent Swarm Paper • 2610.20431 • Published 12 days ago • 35
Chaew00n/test-policy-optimization-query-expansion-0529 Text Generation • 0.6B • Updated May 29, 2025 • 29 • 4
Judging in Latent Space: Efficient Generative Reward Modeling via Semantics-Preserving Compression Paper • 2610.09788 • Published 18 days ago • 27
SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles Paper • 2610.09832 • Published 19 days ago • 18