Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections Paper • 2603.12180 • Published about 20 hours ago • 26
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning Paper • 2602.10090 • Published about 1 month ago • 51
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published Feb 9 • 69
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 • 48
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published Nov 20, 2025 • 109
When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought Paper • 2511.02779 • Published Nov 4, 2025 • 59