Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents Paper • 2605.30621 • Published May 28 • 24
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence Paper • 2607.07675 • Published 28 days ago • 64
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training Paper • 2607.05804 • Published 29 days ago • 19
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe Paper • 2607.03451 • Published Jul 3 • 34
RynnWorld-Teleop: An Action-Conditioned World Model for Digital Teleoperation Paper • 2607.06558 • Published 29 days ago • 79
Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring Paper • 2605.30834 • Published May 29 • 11
Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents Paper • 2606.26080 • Published Jun 24 • 12
Qwen-Image-Agent: Bridging the Context Gap in Real-World Image Generation Paper • 2606.26907 • Published Jun 25 • 50
DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis Paper • 2604.13416 • Published Jun 18 • 33