Zhenru Zhang

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upvoted a paper 7 days ago

RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents

Paper • 2609.22000 • Published 11 days ago • 78

upvoted a paper 24 days ago

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Paper • 2609.04148 • Published 26 days ago • 247

upvoted a paper 8 months ago

SWE-Universe: Scale Real-World Verifiable Environments to Millions

Paper • 2602.02361 • Published Feb 2 • 61

upvoted 2 papers 10 months ago

Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published Dec 1, 2025 • 109

Soft Adaptive Policy Optimization

Paper • 2511.20347 • Published Nov 25, 2025 • 44

upvoted a paper about 1 year ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24, 2025 • 323

upvoted 7 papers over 1 year ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 190

WorldPM: Scaling Human Preference Modeling

Paper • 2505.10527 • Published May 15, 2025 • 34

Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 347

START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6, 2025 • 113

Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Paper • 2501.11873 • Published Jan 21, 2025 • 69

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Paper • 2501.07301 • Published Jan 13, 2025 • 100

CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings

Paper • 2501.01257 • Published Jan 2, 2025 • 51

upvoted 2 papers almost 2 years ago

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 381

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published Dec 9, 2024 • 87