POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion Paper • 2509.01215 • Published 8 days ago • 45
Baichuan-M2: Scaling Medical Capability with Large Verifier System Paper • 2509.02208 • Published 6 days ago • 35
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning Paper • 2509.02544 • Published 6 days ago • 108
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Paper • 2509.02547 • Published 6 days ago • 164
Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models Paper • 2508.05613 • Published Aug 7 • 17
LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization Paper • 2507.15758 • Published Jul 21 • 34
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization Paper • 2507.14683 • Published Jul 19 • 128
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation Paper • 2506.06962 • Published Jun 8 • 29
TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence Paper • 2505.24500 • Published May 30 • 12
SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation Paper • 2506.03139 • Published Jun 3 • 17
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published Jun 2 • 180
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models Paper • 2505.15801 • Published May 21 • 17
Let LLMs Break Free from Overthinking via Self-Braking Tuning Paper • 2505.14604 • Published May 20 • 23
Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning Paper • 2505.14684 • Published May 20 • 24
AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning Paper • 2505.11896 • Published May 17 • 58