Social Hierarchical Learning
Bradley Hayes · Proceedings of the AAAI Conference on Artificial Intelligence · 2015
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, multi-agent task-level planning, and learning assistive behaviors from demonstration.