Zelin Tan

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upvoted a paper 2 months ago

SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation

Paper • 2608.02287 • Published Aug 3 • 32

upvoted 2 papers 3 months ago

EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

Paper • 2607.02440 • Published Jul 2 • 49

Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent

Paper • 2606.30616 • Published Jun 29 • 105

upvoted 2 papers 4 months ago

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research

Paper • 2606.07591 • Published May 28 • 106

Sample-Efficient Post-Training for LEGO Spatial-Physics Reasoning

Paper • 2606.07602 • Published May 29 • 6

upvoted a paper 5 months ago

π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows

Paper • 2605.14678 • Published May 19 • 96

upvoted a paper 6 months ago

Stabilizing Rubric Integration Training via Decoupled Advantage Normalization

Paper • 2603.26535 • Published Mar 27 • 4

upvoted a paper 10 months ago

Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning

Paper • 2509.25300 • Published Sep 29, 2025 • 8

upvoted 2 papers about 1 year ago

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 381

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 237