Allen Kuo

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upvoted a paper about 1 year ago

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published May 30, 2025 • 283

upvoted 6 papers over 1 year ago

The Leaderboard Illusion

Paper • 2504.20879 • Published Apr 29, 2025 • 71

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

Paper • 2504.20571 • Published Apr 29, 2025 • 99

ToolRL: Reward is All Tool Learning Needs

Paper • 2504.13958 • Published Apr 16, 2025 • 49

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15, 2025 • 63

Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback

Paper • 2503.22230 • Published Mar 28, 2025 • 45

Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think

Paper • 2502.20172 • Published Feb 27, 2025 • 29