VIEWCRAFT: Evolving What Multimodal Agents See and How They Read It Paper • 2610.15915 • Published 11 days ago • 30
LongR: Unleashing Long-Context Reasoning via Reinforcement Learning with Dense Utility Rewards Paper • 2602.05758 • Published 10 days ago • 27
VideoJev: System One Model for Video Understanding and Interaction Paper • 2610.18615 • Published 9 days ago • 377
TouchScale: 500 Hours of Human Vision and Touch for Visual-Tactile Learning Paper • 2610.10288 • Published 15 days ago • 19
Rethinking World-Action Model for Compositional and In-Context Robotic Manipulation Paper • 2610.02368 • Published 21 days ago • 74
nanoMuse: An Open-Source Personal Agent for Every Device You Own Paper • 2610.08699 • Published 16 days ago • 118
More Choices, Fewer Decisions: Ordinal-Scale Bias in JEV-like Direct-Decision Models Paper • 2609.38827 • Published 22 days ago • 65
We Query, Therefore We Compute: On Oracle Computation beyond the Machine, with an Application to Agents Paper • 2610.09243 • Published 15 days ago • 14
Rethinking Cross-Tokenizer On-Policy Distillation: From Alignment Coverage to Supervision Reliability Paper • 2610.08448 • Published 16 days ago • 110
LoGRA: Scaling LLM Reinforcement Learning with Low-Rank Gradient Sketches Paper • 2610.06647 • Published 17 days ago • 153
Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers Paper • 2610.00531 • Published 22 days ago • 63
Argo-Bench: Evaluating Data Agents on Enterprise-Scale Workflows Paper • 2610.02122 • Published 21 days ago • 33
HiRAE: Hierarchical Representation Autoencoding with Residual Budgets Paper • 2609.37775 • Published 23 days ago • 26
Scaling Properties of Same-Family On-Policy Distillation Paper • 2609.32722 • Published 26 days ago • 328
Marathoner: Ultra-Long-Horizon Autonomous Intelligence Paper • 2609.34378 • Published 24 days ago • 43
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published 25 days ago • 46
An RL View of OPD: Least Square Policy Distillation for Sample-Efficient LLM Reasoning Paper • 2609.35505 • Published 24 days ago • 32
ExpVoyager: Direct Experience Navigation for Dynamic Agent Skill Synthesis Paper • 2609.32630 • Published 26 days ago • 19
Morphometric Imitation: From Morphology and Contact Aware Hand Retargeting to Sim-to-Real Visuomotor Policy Paper • 2609.28660 • Published 29 days ago • 16