TMCnet

Kid Spark Education Expands Access to Early Childhood STEM & Literacy Through New Head Start Initiative

Kid Spark Education announced the launch of its Head Start STEM & Literacy Initiative, a national effort designed to increase ...

Catapult Learning Announces 2026 Staff of the Year

Catapult Learning, a division of FullBloom, a premier provider of education services for K-12 students who require additional educational and positive behavioral supports to overcome challenges that ...
GitHub

DoctorAgent-RL : Multi-Agent Collaborative Reinforcement Learning for Clinical Dialogue

Through continuous multi-turn interactions between doctor and patient agents, optimized via reinforcement learning, DoctorAgent-RL achieves significant improvements in diagnostic accuracy and ...
EdTech

Combine Collaborative and Cooperative Learning To Improve Student Outcomes

K-12 educators sometimes use the terms “collaborative learning” and “cooperative learning” interchangeably when discussing students working together in the classroom. But the two terms carry distinct ...
IEEE

Cross-Task Collaborative Meta-Learning for Cold-Start Recommendations

Abstract: Optimizer-based meta-learning, specifically model-agnostic meta-learning (MAML), has emerged as a powerful tool for tackling the cold-start recommendation problem. In these ...
EdTech

Active Learning Classrooms Foster Collaboration Among Students

Like many university instructors, Steven Jackson knows his way around a lecture hall. The rows of seating, the balcony above, the lectern centered carefully at the front — all part of the traditional ...
IEEE

Rethinking Knowledge Distillation in Collaborative Machine Learning: Memory, Knowledge, and Their Interactions

Abstract: Collaborative learning has emerged as a key paradigm in large-scale intelligent systems, enabling distributed agents to cooperatively train their models while addressing their privacy ...