Actor, Judge, or Teacher? Understanding Decision Models in Long-Horizon Agents Paper • 2611.17167 • Published 3 days ago • 34
ViSkill: Reinforcing VLM Agents with Evolving Visual-Native Skills Paper • 2610.12403 • Published Oct 8 • 14
ComputerSD: Online Self-Distillation from Real-Time Feedback for Computer-Use Agents Paper • 2609.40253 • Published Oct 1 • 8
Spatial-Interactor: Learning Spatial Reasoning through Interaction with the Observable Physical World Paper • 2609.23038 • Published Sep 19 • 35
IterSynth: Rethinking Deep Search Agents via Role-Decoupled Iterative Synthesis Paper • 2609.29444 • Published Sep 24 • 12
Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents Paper • 2609.17653 • Published Sep 15 • 18
RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning Paper • 2609.20784 • Published Sep 17 • 25
PaperGym: Rubric-Centered Evolution for Research-Plan Generation Paper • 2608.31119 • Published Aug 31 • 32
Agent-G^2: Gaussian Guidance for Agentic Reinforcement Learning Paper • 2608.23318 • Published Aug 24 • 32
Perceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning Paper • 2607.01191 • Published Jul 1 • 16
Perceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning Paper • 2607.01191 • Published Jul 1 • 16