MoltNet: Understanding Social Behavior of AI Agents in the Agent-Native MoltBook Paper • 2602.13458 • Published Feb 13 • 1
MHSafeEval: Role-Aware Interaction-Level Evaluation of Mental Health Safety in Large Language Models Paper • 2604.17730 • Published 29 days ago • 3
The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping Paper • 2604.11297 • Published Apr 13 • 143
KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance Paper • 2604.12627 • Published Apr 14 • 100
Training Data Efficiency in Multimodal Process Reward Models Paper • 2602.04145 • Published Feb 4 • 79
Thinking with Comics: Enhancing Multimodal Reasoning through Structured Visual Storytelling Paper • 2602.02453 • Published Feb 2 • 36
PEAR: Phase Entropy Aware Reward for Efficient Reasoning Paper • 2510.08026 • Published Oct 9, 2025 • 9