Identifying and Correcting Unfairness in Reinforcement Learning for Robotics

The main aim of this research project is to investigate how reinforcement learning, when used by robots in human-robot interactions, can perpetuate unfairness between people. Some of the key research questions that need to be answered to begin to understand the intersection between human-robot interaction, fairness and reinforcement learning are:…