Junkang Wu

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upvoted 2 papers 3 months ago

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning

Paper • 2605.06130 • Published May 7 • 116

Rubric-based On-policy Distillation

Paper • 2605.07396 • Published May 8 • 41

upvoted a paper 4 months ago

On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation

Paper • 2603.22117 • Published Mar 23 • 29

upvoted 2 papers 10 months ago

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published Sep 26, 2025 • 137

Quantile Advantage Estimation for Entropy-Safe Reasoning

Paper • 2509.22611 • Published Sep 26, 2025 • 119

upvoted 3 papers over 1 year ago

Aligning Multimodal LLM with Human Preference: A Survey

Paper • 2503.14504 • Published Mar 18, 2025 • 26

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Paper • 2503.07572 • Published Mar 10, 2025 • 48

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment

Paper • 2502.10391 • Published Feb 14, 2025 • 34