Meta Adaptation using Importance Weighted Demonstrations

23 Nov 2019Kiran LekkalaSami Abu-El-HaijaLaurent Itti

Imitation learning has gained immense popularity because of its high sample-efficiency. However, in real-world scenarios, where the trajectory distribution of most of the tasks dynamically shifts, model fitting on continuously aggregated data alone would be futile... (read more)

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