Peng Wang

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upvoted an article 3 days ago

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Article

Open Responses: What you need to know

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12 days ago

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93

upvoted a paper 3 days ago

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Paper • 2502.14739 • Published Feb 20, 2025 • 107

upvoted a paper 5 days ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published 13 days ago • 144

upvoted a paper 6 days ago

PVPO: Pre-Estimated Value-Based Policy Optimization for Agentic Reasoning

Paper • 2508.21104 • Published Aug 28, 2025 • 37

upvoted a collection 10 days ago

🧠 Reasoning datasets

Collection

Datasets with reasoning traces for math and code released by the community • 24 items • Updated May 19, 2025 • 181

upvoted an article about 1 month ago

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Article

From GRPO to DAPO and GSPO: What, Why, and How

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Aug 9, 2025

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78

upvoted an article about 2 months ago

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Article

Illustrating Reinforcement Learning from Human Feedback (RLHF)

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Dec 9, 2022

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393

upvoted a paper 2 months ago

Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B

Paper • 2511.06221 • Published Nov 9, 2025 • 133

upvoted 2 papers 4 months ago

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2, 2025 • 80

TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning

Paper • 2509.25760 • Published Sep 30, 2025 • 55

upvoted a collection 4 months ago

Qwen3-VL

Collection

37 items • Updated 27 days ago • 605

upvoted 2 papers 4 months ago

VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models

Paper • 2509.19803 • Published Sep 24, 2025 • 120

Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning

Paper • 2508.08221 • Published Aug 11, 2025 • 50

upvoted a collection 6 months ago

FastCuRL

Collection

The collection for the Paper "Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient Training R1-like Reasoning Models" • 6 items • Updated May 29, 2025 • 3

upvoted a collection 7 months ago

"Physics of Language Models" series

Collection

7 items • Updated Dec 22, 2025 • 52

upvoted a paper 7 months ago

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 263

upvoted a collection 7 months ago

Tool-Star

Collection

Tool-Star is a reinforcement learning-based framework designed to empower LLMs to autonomously invoke multiple external tools during stepwise reasonin • 8 items • Updated Sep 2, 2025 • 5

upvoted a paper 8 months ago

Understanding R1-Zero-Like Training: A Critical Perspective

Paper • 2503.20783 • Published Mar 26, 2025 • 59

upvoted 2 papers 9 months ago

DeepCritic: Deliberate Critique with Large Language Models

Paper • 2505.00662 • Published May 1, 2025 • 54

A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce

Paper • 2504.11343 • Published Apr 15, 2025 • 19