Actor, Judge, or Teacher? Understanding Decision Models in Long-Horizon Agents Paper • 2611.17167 • Published 3 days ago • 34
Octen-WebGR Collection Generative retrieval for navigational web search: a query is mapped to a URL among up to 196M web pages. • 2 items • Updated 19 days ago • 40
MultiAgent-OPD: End-to-End Training of Hierarchical Multi-Agent Systems with On-Policy Distillation Paper • 2610.23234 • Published 26 days ago • 11
Reading, Writing, Sharing, and Interacting with the World through Video Paper • 2610.31668 • Published 24 days ago • 43
Running on RTX PRO 6000 Featured 421 SimReady Central 🦾 421 Semantic search for 3D assets: USD + RTX simulation previews
WorldMemBench: A Comprehensive Benchmark for Memory of Video World Models Paper • 2610.19063 • Published Oct 13 • 13
Distilling Routed 3D Privilege for Spatial Reasoning in Vision-Language Models Paper • 2610.12355 • Published Oct 8 • 8
ViSkill: Reinforcing VLM Agents with Evolving Visual-Native Skills Paper • 2610.12403 • Published Oct 8 • 14
SpaceCast-Bench: Evaluating Predictive Spatial Reasoning in Vision-Language Models Paper • 2610.12402 • Published Oct 8 • 10
ComputerSD: Online Self-Distillation from Real-Time Feedback for Computer-Use Agents Paper • 2609.40253 • Published Oct 1 • 8
RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning Paper • 2609.20784 • Published Sep 17 • 25
Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents Paper • 2609.17653 • Published Sep 15 • 18
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