RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System Paper • 2602.02488 • Published 2 days ago • 28
OmniAgent: Audio-Guided Active Perception Agent for Omnimodal Audio-Video Understanding Paper • 2512.23646 • Published Dec 29, 2025 • 15
Nested Browser-Use Learning for Agentic Information Seeking Paper • 2512.23647 • Published Dec 29, 2025 • 18
Video-BrowseComp: Benchmarking Agentic Video Research on Open Web Paper • 2512.23044 • Published Dec 28, 2025 • 10
Yume-1.5: A Text-Controlled Interactive World Generation Model Paper • 2512.22096 • Published Dec 26, 2025 • 60
LiveTalk: Real-Time Multimodal Interactive Video Diffusion via Improved On-Policy Distillation Paper • 2512.23576 • Published Dec 29, 2025 • 65
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation Paper • 2512.23705 • Published Dec 29, 2025 • 45
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published Dec 29, 2025 • 97
SmartSnap: Proactive Evidence Seeking for Self-Verifying Agents Paper • 2512.22322 • Published Dec 26, 2025 • 39
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators Paper • 2512.19682 • Published Dec 22, 2025 • 17
MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation Paper • 2511.09611 • Published Nov 12, 2025 • 70
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs Paper • 2510.04767 • Published Oct 6, 2025 • 28
Generative Universal Verifier as Multimodal Meta-Reasoner Paper • 2510.13804 • Published Oct 15, 2025 • 27
Demystifying Reinforcement Learning in Agentic Reasoning Paper • 2510.11701 • Published Oct 13, 2025 • 32
Open-AgentRL Collection RLAnything & DemyAgent: Open-Source RL for LLMs and Agentic Scenarios • 12 items • Updated 2 days ago • 5
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs Paper • 2510.07499 • Published Oct 8, 2025 • 48
Revisiting Long-context Modeling from Context Denoising Perspective Paper • 2510.05862 • Published Oct 7, 2025 • 21