Kun Wan

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upvoted a paper about 11 hours ago

When Does Multi-Agent RL Improve LLM Workflows? Workflow, Scale, and Policy-Sharing Tradeoffs

Paper • 2605.24202 • Published 12 days ago • 13

upvoted 2 papers 8 months ago

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Paper • 2509.25541 • Published Sep 29, 2025 • 142

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

Paper • 2509.22576 • Published Sep 26, 2025 • 137

upvoted a paper about 1 year ago

DUMP: Automated Distribution-Level Curriculum Learning for RL-based LLM Post-training

Paper • 2504.09710 • Published Apr 13, 2025 • 19