7 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.AI2023★ 3 cited
Automated Task-Time Interventions to Improve Teamwork using Imitation Learning
Sangwon Seo, Bing Han, Vaibhav Unhelkar
Effective human-human and human-autonomy teamwork is critical but often challenging to perfect. The challenge is particularly relevant in time-critical domains, such as healthcare…
cs.AI2022★ 7 cited
Semi-Supervised Imitation Learning of Team Policies from Suboptimal Demonstrations
Sangwon Seo, Vaibhav V. Unhelkar
We present Bayesian Team Imitation Learner (BTIL), an imitation learning algorithm to model the behavior of teams performing sequential tasks in Markovian domains. In contrast to e…