Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published 10 days ago • 97
VisPlay: Self-Evolving Vision-Language Models from Images Paper • 2511.15661 • Published 11 days ago • 41
VideoSSR: Video Self-Supervised Reinforcement Learning Paper • 2511.06281 • Published 21 days ago • 24
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published 24 days ago • 204
UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation Paper • 2510.18701 • Published Oct 21 • 66
VPPO Model Collection SOTA models for multimodal reasoning, fine-tuned with VPPO. Achieves superior performance by focusing on critical visual tokens. • 4 items • Updated 23 days ago • 4
Spotlight on Token Perception for Multimodal Reinforcement Learning Paper • 2510.09285 • Published Oct 10 • 36
UniVideo: Unified Understanding, Generation, and Editing for Videos Paper • 2510.08377 • Published Oct 9 • 70
Diversity-Incentivized Exploration for Versatile Reasoning Paper • 2509.26209 • Published Sep 30 • 16
GRACE: Generative Representation Learning via Contrastive Policy Optimization Paper • 2510.04506 • Published Oct 6 • 10
FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting Paper • 2509.24304 • Published Sep 29 • 4
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data Paper • 2509.15221 • Published Sep 18 • 110
Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration Paper • 2509.14760 • Published Sep 18 • 52
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning Paper • 2509.09674 • Published Sep 11 • 79
A Survey of Reinforcement Learning for Large Reasoning Models Paper • 2509.08827 • Published Sep 10 • 188
WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents Paper • 2509.06501 • Published Sep 8 • 78