Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning Paper • 2505.24726 • Published May 30 • 277
Reinforcement Learning for Reasoning in Large Language Models with One Training Example Paper • 2504.20571 • Published Apr 29 • 98
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs Paper • 2504.11536 • Published Apr 15 • 63
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback Paper • 2503.22230 • Published Mar 28 • 45
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think Paper • 2502.20172 • Published Feb 27 • 29
