A. A. Adil

Optimizing Collaborative Learning: A Hard-Constraint Reinforcement Learning Approach to Fair Team Composition

Collaborative learning requires pedagogically balanced teams to function effectively. However, satisfying multiple strict constraints, such as specific gender ratios and minimized intra-group skill variance, transforms team composition into an NP-hard combinatorial optimization problem. Exact solving approaches, such a...