Modeling Human Adaptation in Repeated Collaborative Tasks

Abstract

This short paper summarizes a game-theoretic model of human partial adaptation to the robot. We model the human as following a best-response strategy to the robot action, based on theor own, possibly distorted, reward function. The model allows the robot to take informative actions, in order to teach the human its capabilities.