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upvoted 3 papers 3 months ago

Stratified GRPO: Handling Structural Heterogeneity in Reinforcement Learning of LLM Search Agents

Paper • 2510.06214 • Published Oct 7, 2025 • 1

From Noisy Traces to Stable Gradients: Bias-Variance Optimized Preference Optimization for Aligning Large Reasoning Models

Paper • 2510.05095 • Published Oct 6, 2025 • 1

LongLive: Real-time Interactive Long Video Generation

Paper • 2509.22622 • Published Sep 26, 2025 • 184

upvoted a paper 5 months ago

TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization

Paper • 2506.14574 • Published Jun 17, 2025 • 1

upvoted 2 papers 6 months ago

Scaling RL to Long Videos

Paper • 2507.07966 • Published Jul 10, 2025 • 159

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning

Paper • 2506.22434 • Published Jun 27, 2025 • 10