Social hierarchical learning

Abstract

My dissertation research focuses on the application of hierarchical learning and heuristics based on social signals to solve challenges inherent to enabling human-robot collaboration. I approach this problem through advancing the state of the art in building hierarchical task representations, multiagent task-level planning, and learning assistive behaviors from demonstration.