CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models
Paper
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2505.12504
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Published
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23
RL
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Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
Paper • 2505.15277 • Published • 97 -
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
Paper • 2505.00703 • Published • 41 -
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning
Paper • 2505.08617 • Published • 40 -
Optimizing Anytime Reasoning via Budget Relative Policy Optimization
Paper • 2505.13438 • Published • 35 -
DanceGRPO: Unleashing GRPO on Visual Generation
Paper • 2505.07818 • Published • 29 -
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning
Paper • 2505.02835 • Published • 25 -
TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning
Paper • 2505.14625 • Published • 12