AlphaGRPO: Unlocking Self-Reflective Multimodal Generation in UMMs via Decompositional Verifiable Reward Paper • 2605.12495 • Published 13 days ago • 35
OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models Paper • 2604.10866 • Published Apr 13 • 66
UniGRPO: Unified Policy Optimization for Reasoning-Driven Visual Generation Paper • 2603.23500 • Published Mar 24 • 36
GARDO: Reinforcing Diffusion Models without Reward Hacking Paper • 2512.24138 • Published Dec 30, 2025 • 30
Steering Vision-Language-Action Models as Anti-Exploration: A Test-Time Scaling Approach Paper • 2512.02834 • Published Dec 2, 2025 • 41
Random Policy Valuation is Enough for LLM Reasoning with Verifiable Rewards Paper • 2509.24981 • Published Sep 29, 2025 • 29
Scaling Image and Video Generation via Test-Time Evolutionary Search Paper • 2505.17618 • Published May 23, 2025 • 41
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling Paper • 2502.06703 • Published Feb 10, 2025 • 152