Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
Confidence-Aware Automated Assessment of Student-Drawn Scientific Models
Luyang Fang, Yingchuan Zhang, Jongchan Park +3
Student-generated drawings are widely used in science education to assess learners' conceptual understanding in modeling-based tasks aligned with the Next Generation Science Standa…
cs.AI2026
NeuroMAS: Multi-Agent Systems as Neural Networks with Joint Reinforcement Learning
Haoran Lu, Luyang Fang, Wenxuan Zhong +1
Multi-agent language systems are often built as hand-designed workflows, where agents are assigned semantic roles and communication protocols are specified in advance. We propose N…