Learning to Fold: prizewinning solution at LeHome Challenge 2026 (1st place online, 2nd offline) Paper • 2606.27163 • Published 4 days ago • 4
Object-Centric Residual RL for Zero-Shot Sim-to-Real VLA Enhancement Paper • 2606.18953 • Published 12 days ago • 1
SimFoundry: Modular and Automated Scene Generation for Policy Learning and Evaluation Paper • 2606.28276 • Published 3 days ago • 5
PhysisForcing: Physics Reinforced World Simulator for Robotic Manipulation Paper • 2606.28128 • Published 3 days ago • 27
JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting Paper • 2606.18394 • Published 4 days ago • 32
SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning Paper • 2606.22873 • Published 7 days ago • 10
Hallucination in World Models is Predictable and Preventable Paper • 2606.27326 • Published 4 days ago • 8
COrigami: An AI Pipeline for Co-Designing Flat-Foldable Visually Recognisable Origami Paper • 2606.26299 • Published 5 days ago • 5
OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning Paper • 2606.26790 • Published 4 days ago • 48
GUI vs. CLI: Execution Bottlenecks in Screen-Only and Skill-Mediated Computer-Use Agents Paper • 2606.24551 • Published 7 days ago • 28
The Verification Horizon: No Silver Bullet for Coding Agent Rewards Paper • 2606.26300 • Published 5 days ago • 42
Qwen-Image-Agent: Bridging the Context Gap in Real-World Image Generation Paper • 2606.26907 • Published 4 days ago • 44
Lite Any Stereo V2: Faster and Stronger Efficient Zero-Shot Stereo Matching Paper • 2606.24457 • Published 6 days ago • 3
Beyond Reward Engineering: A Data Recipe for Long-Context Reinforcement Learning Paper • 2606.18831 • Published 12 days ago • 7
Notes2Skills: From Lab Notebooks to Certainty-Aware Scientific Agent Skills Paper • 2606.11897 • Published 19 days ago • 11
BioMatrix: Towards a Comprehensive Biological Foundation Model Spanning the Modality Matrix of Sequences, Structures, and Language Paper • 2606.22138 • Published 9 days ago • 24