PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing Paper • 2512.02589 • Published 9 days ago • 55
Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction Paper • 2512.04987 • Published 7 days ago • 71
view article Article DeepSeek-R1 Dissection: Understanding PPO & GRPO Without Any Prior Reinforcement Learning Knowledge Feb 7 • 255
GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts Paper • 2509.25160 • Published Sep 29 • 30
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published Aug 6 • 129
Test-Time Reinforcement Learning for GUI Grounding via Region Consistency Paper • 2508.05615 • Published Aug 7 • 22
SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation Paper • 2506.03139 • Published Jun 3 • 17
TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence Paper • 2505.24500 • Published May 30 • 12
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published May 28 • 131
Let LLMs Break Free from Overthinking via Self-Braking Tuning Paper • 2505.14604 • Published May 20 • 23
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models Paper • 2505.15801 • Published May 21 • 17
Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning Paper • 2505.14684 • Published May 20 • 24
Let LLMs Break Free from Overthinking via Self-Braking Tuning Paper • 2505.14604 • Published May 20 • 23