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Sangwon Seo

2 accepted papers

2024

AI-Assisted Human Teamwork

AAAI 2024technical

Effective teamwork translates to fewer preventable errors and higher task performance in collaborative tasks. However, in time-critical tasks, successful teamwork becomes highly challenging to attain. In such settings, often, team members have partial observability of their surroundings, incur high…

Cited by 1SourcePDFScholar
2022

Semi-Supervised Imitation Learning of Team Policies from Suboptimal Demonstrations

IJCAI 2022poster

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 existing multi-agent imitation learning techniques, BTIL explicitly models and infers the time-varying mental states of t…

Cited by 10SourcePDFScholar