Partner Capability Estimation for Task-Agnostic Adaptation in Ad-Hoc Teamwork

Effective collaboration with novel and diverse partners is a crucial skill for autonomous agents.

Effective collaboration with novel and diverse partners is a crucial skill for autonomous agents. Most current ad-hoc teamwork (AHT) approaches assume that agents will collaborate on a single, fixed task and that the partner's capabilities, their ability to successfully execute…