REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents Paper • 2602.14234 • Published 6 days ago • 19
VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training Paper • 2602.10693 • Published 10 days ago • 4
DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning Paper • 2505.14362 • Published May 20, 2025 • 4