CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models Paper • 2505.12504 • Published May 18, 2025 • 24
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents Paper • 2505.15277 • Published May 21, 2025 • 104
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT Paper • 2505.00703 • Published May 1, 2025 • 44
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning Paper • 2505.08617 • Published May 13, 2025 • 41
Optimizing Anytime Reasoning via Budget Relative Policy Optimization Paper • 2505.13438 • Published May 19, 2025 • 36
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning Paper • 2505.02835 • Published May 5, 2025 • 28
TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning Paper • 2505.14625 • Published May 20, 2025 • 13