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upvoted a paper 2 months ago

TwinBrainVLA: Unleashing the Potential of Generalist VLMs for Embodied Tasks via Asymmetric Mixture-of-Transformers

Paper • 2601.14133 • Published Jan 20 • 61

upvoted 2 papers 6 months ago

From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones

Paper • 2509.25123 • Published Sep 29, 2025 • 22

FlowRL: Matching Reward Distributions for LLM Reasoning

Paper • 2509.15207 • Published Sep 18, 2025 • 118

upvoted 2 papers 7 months ago

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

Paper • 2509.09674 • Published Sep 11, 2025 • 80

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 193

upvoted a paper 8 months ago

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14, 2025 • 97

upvoted a paper 10 months ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28, 2025 • 132

upvoted a paper 11 months ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22, 2025 • 122

upvoted 3 papers about 1 year ago

Video-T1: Test-Time Scaling for Video Generation

Paper • 2503.18942 • Published Mar 24, 2025 • 90

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

Paper • 2503.11224 • Published Mar 14, 2025 • 28

Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

Paper • 2502.03032 • Published Feb 5, 2025 • 60

upvoted a paper over 1 year ago

Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization

Paper • 2412.17739 • Published Dec 23, 2024 • 41