Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the concept of multi-arm bandits, focusing on the exploration vs. exploitation dilemma and the Upper Confidence Bound algorithm. It explains how to balance between trying different options and exploiting the best one based on historical data, aiming to minimize regret and maximize rewards.