Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning Paper • 2606.24428 • Published Jun 23 • 53
DragMesh-2: Physically Plausible Dexterous Hand-Object Interaction with Articulated Objects Paper • 2606.15133 • Published Jun 13 • 72
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration Paper • 2605.20025 • Published May 19 • 143
TARS: Timestep-Aware Data Scaling for 3D-Free Video Re-Shooting Paper • 2607.28261 • Published Jul 30 • 114
Progress Reward Modeling for Robotic Learning: A Comprehensive Survey Paper • 2607.21655 • Published Jul 22 • 189
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Paper • 2607.14952 • Published Jul 16 • 207
HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published Aug 17 • 341
WorldAuditBench: Interactive 3D World Auditing with Multimodal Agents Paper • 2609.40325 • Published 19 days ago • 107
Learning from the Self-future: On-policy Self-distillation for dLLMs Paper • 2606.18195 • Published Jun 16 • 175
Function-Aware Fill-in-the-Middle as Mid-Training for Coding Agent Foundation Models Paper • 2607.12463 • Published Jul 14 • 305
Occamy-1.0: Open Pareto-frontier 35B Intelligence for Co-work Paper • 2609.11977 • Published Sep 4 • 171
When EOS Tokens Disagree: Understanding Length Inflation in On-Policy Distillation Paper • 2609.20511 • Published Sep 17 • 144
Raven: The Harness of Harnesses for Composable Agentic Intelligence Paper • 2609.33439 • Published 22 days ago • 676
VepAgent: Bridging Causal-Transition via Tool-Augmented Reinforcement Learning for Video Event Prediction Paper • 2610.06293 • Published 14 days ago • 146
DataFlex-RL: An Evaluation Platform for RLVR Data Policies Paper • 2609.06107 • Published Sep 5 • 215
Agent-Reflex: Teaching Language Agents to Act Reflectively Paper • 2610.17953 • Published 6 days ago • 214