Abstract: A revolutionary area of artificial intelligence called machine learning enables computers to learn from data and forecast without the need for explicit programming. A key component of ...
Abstract: Bandit algorithms, particularly linear bandits, are highly effective at balancing exploration and exploitation to learn models that are much simpler than full-scale deep learning ...