Decision Making Algorithms

Supervision: Prof. Dr. Jalal Etesami

Content

In these series of seminars, we will study various classical and recent decision making problems and concepts such as dynamic programming, bandits problems, regret minimization, learning from expert advices, reinforcement learning (RL), etc.  Furthermore, we aim to understand which and how classical online learning tools can be successfully applied to more recent learning problems and particularly the problem of exploration.