Operations Research, Optimization, Reinforcement Learning, Machine Learning, Deep Learning.
necessary adjustments to ensure optimal performance. Challenges and Future Directions While adaptive optimization with online learning algorithms offers significant advantages, it also presents some challenges: Data Quality: The success of online learning heavily depends on the quality of the