When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning Paper • 2602.08236 • Published Feb 9 • 9
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published Feb 9 • 70
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning Paper • 2602.10090 • Published Feb 10 • 51
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL Paper • 2602.22190 • Published 22 days ago • 15
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections Paper • 2603.12180 • Published 7 days ago • 62
SimpleOCR: Rendering Visualized Questions to Teach MLLMs to Read Paper • 2602.22426 • Published 22 days ago
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published 2 days ago • 91
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published 2 days ago • 91
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published 2 days ago • 91
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections Paper • 2603.12180 • Published 7 days ago • 62
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning Paper • 2602.10090 • Published Feb 10 • 51
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published Feb 9 • 70
OpenVision 3: A Family of Unified Visual Encoder for Both Understanding and Generation Paper • 2601.15369 • Published Jan 21 • 21
view article Article Navigating the RLHF Landscape: From Policy Gradients to PPO, GAE, and DPO for LLM Alignment Feb 11, 2025 • 110
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning Paper • 2511.19900 • Published Nov 25, 2025 • 49
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published Nov 20, 2025 • 110
When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought Paper • 2511.02779 • Published Nov 4, 2025 • 60
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models Paper • 2410.13085 • Published Oct 16, 2024 • 24