Jerry Yuyang Xiong

Mixed-Initiative Multiagent Apprenticeship Learning for Human Training of Robot Teams

Extending recent advances in Learning from Demonstration (LfD) frameworks to multi-robot settings poses critical challenges such as environment non-stationarity due to partial observability which is detrimental to the applicability of existing methods. Although prior work has shown that enabling com…