Burn-In Demonstrations for Multi-Modal Imitation Learning

13 Oct 2017Alex KueflerMykel J. Kochenderfer

Recent work on imitation learning has generated policies that reproduce expert behavior from multi-modal data. However, past approaches have focused only on recreating a small number of distinct, expert maneuvers, or have relied on supervised learning techniques that produce unstable policies... (read more)

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