Can World and Action Modeling Benefit Each Other under Unified Causal Training? Paper • 2610.21095 • Published 2 days ago • 34
Data-Free On-Policy Distillation: How Far Can We Go Without External Data? Paper • 2609.14193 • Published 16 days ago • 14
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Paper • 2604.24764 • Published Apr 27 • 122
Unifying Group-Relative and Self-Distillation Policy Optimization via Sample Routing Paper • 2604.02288 • Published Apr 2 • 32
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning Paper • 2506.04207 • Published Jun 4, 2025 • 48