Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model Paper • 2510.18855 • Published Oct 21, 2025 • 71
GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts Paper • 2509.25160 • Published Sep 29, 2025 • 30
GUI-G^2: Gaussian Reward Modeling for GUI Grounding Paper • 2507.15846 • Published Jul 21, 2025 • 133
OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks Paper • 2508.05614 • Published Aug 7, 2025 • 20
Test-Time Reinforcement Learning for GUI Grounding via Region Consistency Paper • 2508.05615 • Published Aug 7, 2025 • 22
Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models Paper • 2508.05613 • Published Aug 7, 2025 • 17
LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization Paper • 2507.15758 • Published Jul 21, 2025 • 35
ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models Paper • 2505.21500 • Published May 27, 2025 • 13