A Minimax Approach to Ad Hoc Teamwork

Victor Villin, Thomas Kleine Buening, Christos Dimitrakakis

We propose a minimax-Bayes approach to Ad Hoc Teamwork (AHT) that optimizes policies against an adversarial prior over partners, explicitly accounting for uncertainty about partner…