Adaptive Learning Environment Simulation Framework

Design a Python system for simulating and analyzing adaptive learning environments using agent-based modeling and machine learning techniques. Create a comprehensive framework that can model complex learning interactions, predict emergent learning behaviors, and generate insights into optimal educational strategies. Implement sophisticated simulation algorithms that can handle multidimensional learning scenarios.