ClawArena: Benchmarking AI Agents in Evolving Information Environments Paper • 2604.04202 • Published 3 days ago • 27
Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory Paper • 2604.01007 • Published 6 days ago • 23
Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory Paper • 2604.01007 • Published 6 days ago • 23
PRBench: End-to-end Paper Reproduction in Physics Research Paper • 2603.27646 • Published 10 days ago • 29
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 • 73
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning Paper • 2602.10090 • Published Feb 10 • 52
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL Paper • 2602.22190 • Published Feb 25 • 16
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections Paper • 2603.12180 • Published 27 days ago • 64
SimpleOCR: Rendering Visualized Questions to Teach MLLMs to Read Paper • 2602.22426 • Published Feb 25
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published 21 days ago • 136
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published 21 days ago • 136
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published 21 days ago • 136
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections Paper • 2603.12180 • Published 27 days ago • 64
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning Paper • 2602.10090 • Published Feb 10 • 52
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published Feb 9 • 73
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 • 116
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning Paper • 2511.19900 • Published Nov 25, 2025 • 49