Ru Peng

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upvoted a paper 7 days ago

CoworkOS:Scaling Agent Coworkers for Real-world Automation

Paper • 2611.03178 • Published 7 days ago • 101

upvoted 2 papers 4 months ago

Energy-based Automated Model Evaluation

Paper • 2401.12689 • Published Jan 23, 2024 • 3

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning

Paper • 2606.11119 • Published Jun 9 • 23

upvoted a paper 7 months ago

AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents

Paper • 2603.27490 • Published Mar 29 • 20

upvoted a paper 9 months ago

Canzona: A Unified, Asynchronous, and Load-Balanced Framework for Distributed Matrix-based Optimizers

Paper • 2602.06079 • Published Feb 4 • 22

upvoted 4 papers about 1 year ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24, 2025 • 320

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26, 2025 • 156

Reinforcement Learning with Rubric Anchors

Paper • 2508.12790 • Published Aug 18, 2025 • 15

DataMan: Data Manager for Pre-training Large Language Models

Paper • 2502.19363 • Published Feb 26, 2025 • 1

upvoted 2 papers over 1 year ago

RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs

Paper • 2507.03253 • Published Jul 4, 2025 • 19

START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6, 2025 • 112

upvoted a paper almost 2 years ago

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 375

upvoted a paper about 2 years ago

Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15, 2024 • 174

upvoted a paper over 2 years ago

DotaMath: Decomposition of Thought with Code Assistance and Self-correction for Mathematical Reasoning

Paper • 2407.04078 • Published Jul 4, 2024 • 19