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upvoted a paper 16 days ago

T1: Terminal Agent Reinforcement Learning for Long-Horizon Tasks

Paper • 2609.11042 • Published 18 days ago • 63

upvoted a collection about 2 months ago

Frontis-MA1

Collection

6 items • Updated Jul 30 • 25

upvoted a paper about 2 months ago

Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering

Paper • 2607.28568 • Published Jul 30 • 188

upvoted a collection 3 months ago

Qwen-AgentWorld

Collection

3 items • Updated Jun 24 • 82

upvoted 2 papers 3 months ago

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?

Paper • 2606.24530 • Published Jun 23 • 67

Qwen-AgentWorld: Language World Models for General Agents

Paper • 2606.24597 • Published Jun 23 • 165

upvoted a paper 4 months ago

Draft-OPD: On-Policy Distillation for Speculative Draft Models

Paper • 2605.29343 • Published May 28 • 34

upvoted a collection 4 months ago

ZEDA

Collection

4 items • Updated May 19 • 3

upvoted a paper 4 months ago

Post-Trained MoE Can Skip Half Experts via Self-Distillation

Paper • 2605.18643 • Published May 18 • 31

upvoted 2 papers 6 months ago

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published Apr 14 • 116

Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models

Paper • 2511.08577 • Published Nov 11, 2025 • 110

upvoted a paper 7 months ago

How Far Can Unsupervised RLVR Scale LLM Training?

Paper • 2603.08660 • Published Mar 9 • 59

upvoted a paper 11 months ago

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 236

upvoted 2 papers about 1 year ago

rStar2-Agent: Agentic Reasoning Technical Report

Paper • 2508.20722 • Published Aug 28, 2025 • 121

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14, 2025 • 97

upvoted 4 papers over 1 year ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28, 2025 • 132

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22, 2025 • 123

Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models

Paper • 2503.11224 • Published Mar 14, 2025 • 28

UltraIF: Advancing Instruction Following from the Wild

Paper • 2502.04153 • Published Feb 6, 2025 • 23