A Local Perturbation Theory for Cross-Domain Interference and Recovery in Multi-Domain RL Paper • 2606.02398 • Published Jun 1 • 26
KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance Paper • 2604.12627 • Published Apr 14 • 63
Training Data Efficiency in Multimodal Process Reward Models Paper • 2602.04145 • Published Feb 4 • 61
