The Choice Function Framework for Online Policy Improvement

Murugeswari Issakkimuthu, Alan Fern, Prasad Tadepalli

There are notable examples of online search improving over hand-coded or learned policies (e.g. AlphaZero) for sequential decision making. It is not clear, however, whether or not…