RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling Paper • 2506.08672 • Published 4 days ago • 28
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published 17 days ago • 120
DriveMoE: Mixture-of-Experts for Vision-Language-Action Model in End-to-End Autonomous Driving Paper • 2505.16278 • Published 23 days ago • 5
Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space Paper • 2505.13308 • Published 26 days ago • 26
Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space Paper • 2505.13308 • Published 26 days ago • 26
Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models Paper • 2503.11224 • Published Mar 14 • 27
Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models Paper • 2503.11224 • Published Mar 14 • 27
view article Article DeepSeek-R1 Dissection: Understanding PPO & GRPO Without Any Prior Reinforcement Learning Knowledge By NormalUhr • Feb 7 • 152
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding Paper • 2501.18362 • Published Jan 30 • 22
view article Article Process Reinforcement through Implicit Rewards By ganqu and 1 other • Jan 3 • 27
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization Paper • 2412.17739 • Published Dec 23, 2024 • 42
How to Synthesize Text Data without Model Collapse? Paper • 2412.14689 • Published Dec 19, 2024 • 53 • 4