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upvoted a paper 3 days ago

Experiential Reinforcement Learning

Paper • 2602.13949 • Published 5 days ago • 58

upvoted 2 papers 4 days ago

GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published 8 days ago • 55

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published 9 days ago • 218

upvoted an article 7 days ago

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Article

Forge: Scalable Agent RL Framework and Algorithm

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7 days ago

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124

upvoted 3 papers 10 days ago

Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published 11 days ago • 258

AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents

Paper • 2602.06855 • Published 14 days ago • 71

QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining

Paper • 2602.07085 • Published 14 days ago • 181

upvoted a paper 11 days ago

F-GRPO: Don't Let Your Policy Learn the Obvious and Forget the Rare

Paper • 2602.06717 • Published 14 days ago • 71

upvoted 3 papers 12 days ago

WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning

Paper • 2602.04634 • Published 16 days ago • 93

Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations

Paper • 2602.05885 • Published 15 days ago • 28

Reinforcement World Model Learning for LLM-based Agents

Paper • 2602.05842 • Published 15 days ago • 27

upvoted a paper 15 days ago

No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data

Paper • 2602.04442 • Published 16 days ago • 3

upvoted an article 17 days ago

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Article

🐯 Liger GRPO meets TRL

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May 25, 2025

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53

upvoted 3 papers 17 days ago

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published 18 days ago • 235

Green-VLA: Staged Vision-Language-Action Model for Generalist Robots

Paper • 2602.00919 • Published 19 days ago • 282

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

Paper • 2602.02361 • Published 18 days ago • 60

upvoted a paper 20 days ago

VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents

Paper • 2601.16973 • Published 28 days ago • 40

upvoted an article 21 days ago

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Article

Small Language Models (SLM): A Comprehensive Overview

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Feb 22, 2025

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132

upvoted an article 24 days ago

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Article

Mixture of Experts Explained

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Dec 11, 2023

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1.07k

upvoted an article about 1 month ago

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Article

The Engineering Handbook for GRPO + LoRA with Verl: Training Qwen2.5 on Multi-GPU

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Jan 2

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13