R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning Paper • 2508.21113 • Published Aug 28 • 109
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification Paper • 2508.05629 • Published Aug 7 • 178
🧠Reasoning datasets Collection Datasets with reasoning traces for math and code released by the community • 24 items • Updated May 19 • 174
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL Paper • 2503.07536 • Published Mar 10 • 88
Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks Paper • 2410.24032 • Published Oct 31, 2024 • 10