45 citations · 120 across the 7 of their papers we have counts for
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cs.RO2018★ 43 cited
Mapping Navigation Instructions to Continuous Control Actions with Position-Visitation Prediction
Valts Blukis, Dipendra Misra, Ross A. Knepper +1
We propose an approach for mapping natural language instructions and raw observations to continuous control of a quadcopter drone. Our model predicts interpretable position-visitat…
cs.AI2018
Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning
Valts Blukis, Nataly Brukhim, Andrew Bennett +2
We introduce a method for following high-level navigation instructions by mapping directly from images, instructions and pose estimates to continuous low-level velocity commands fo…