S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement? Paper • 2608.31100 • Published Aug 31 • 42
It Takes Two to Match: Co-Evolving Generative Retriever with Reinforcement Learning Paper • 2609.00638 • Published about 1 month ago • 66
Mendel Gödel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution Paper • 2608.07645 • Published Aug 7 • 27
AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical Report Paper • 2607.18367 • Published Jul 20 • 62
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning Paper • 2607.14777 • Published Jul 16 • 105
view article Article NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval nvidia • Jul 16 • 60
view article Article Welcome Inkling by Thinking Machines +3 burtenshaw, merve, pcuenq, ariG23498, andito • Jul 15 • 167
view article Article LeRobot v0.6.0: Imagine, Evaluate, Improve +7 imstevenpmwork, pepijn223, CarolinePascal, lilkm, maximellerbach, nepyope, nikodembartnik, Nico-robot, thomwolf • Jul 7 • 85
From Foundation to Application: Improving VLA Models in Practice Paper • 2607.06403 • Published Jul 7 • 21
view article Article Beyond LoRA: Can you beat the most popular fine-tuning technique? +2 BenjaminB, sayakpaul, hubnemo, kashif • Jun 18 • 103
Workflow-GYM: Towards Long-Horizon Evaluation of Computer-use Agentic tasks in Real-World Professional Fields Paper • 2606.11042 • Published Jun 9 • 23
Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments Paper • 2605.30280 • Published May 28 • 146
Macaron-A2UI: A Model for Generative UI in Personal Agents Paper • 2605.24830 • Published May 24 • 83