Hasra Dodampe Gamage

Collaborate and explain on-the-fly: knowledge-based reasoning and learning in ad hoc teamwork

Ad hoc teamwork requires an agent to collaborate with previously unknown teammates (human, AI) without prior coordination. State of the art methods address this primar- ily as a learning problem, using large datasets of prior observations to model teammate behavior and determine the actions of the ad hoc agent. Such da...